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Regular articles
Click on an issue to consult the table of content of the Regular articles.
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Volume 15, no 1 (2019).
GRD for R: An intuitive tool for generating random data in R
Full information Full text PDF
Calderini, Matias, Harding, Bradley
1-11
Keywords: Statistics Teaching; Data Simulations; Sampling; R
(no sample data) (Appendix)
Traditional and bayesian approaches for testing mean equivalence and a lack of association
Full information Full text PDF
Hoyda, Joseph J., Counsell, Alyssa, Cribbie, Robert A.
12-24
Keywords: equivalence tests, Bayes factor, Bayesian estimation, correlation, t-test
(no sample data) (no appendix)
Fisher contre Tukey, ou les paralogismes du contrôle alpha global pour évaluer la significativité statistique
Full information Full text PDF
Laurencelle, Louis
25-37
Keywords: Global alpha control, Test of statistical hypotheses, Bonferroni correction, Probabilistic proof's logic
(no sample data) (no appendix)
Path analysis in Mplus: A tutorial using a conceptual model of psychological and behavioral antecedents of bulimic symptoms in young adults
Full information Full text PDF
Barbeau, Kheana, Boileau, Kayla, Sarr, Fatima, Smith, Kevin
38-53
Keywords: Put keywords here, in a comma separated list
(no sample data) (no appendix)
Corrigendum to "A review of effect sizes and their confidence intervals, Part I: The Cohen's d family"
Full information Full text PDF
Goulet-Pelletier, Jean-Christophe, Cousineau, Denis
54-54
Keywords: Effect size, standard error, confidence intervals, Cohen's d
(no sample data) (no appendix)
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Volume 14, no 4 (2018).
Analyzing cyclic patterns in psychological data: A tutorial
Full information Full text PDF
Verboon, Peter, Leontjevas, Ruslan
218-234
Keywords: ESM, EMA, Cyclic models, multilevel analysis, intensive longitudinal data
Tools: R
(no sample data) (no appendix)
Quelle sorte de majorité, ou comment déterminer les lauréats d'un concours?
Full information Full text PDF
Laurencelle, Louis
235-241
Keywords: Majority calculation, Condorcet's paradox, rank pooling rules
(no sample data) (no appendix)
A review of effect sizes and their confidence intervals, Part I: The Cohen's d family
Full information Full text PDF
Goulet-Pelletier, Jean-Christophe, Cousineau, Denis
242-265
Keywords: Effect size, standard error, confidence intervals, Cohen's $d$, noncentral $t$-distribution
(no sample data) (Appendix)
There has been an erratum in volume 15(1)
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Volume 14, no 3 (2018).
Compte rendu du colloque ``L'enseignement des statistiques en sciences humaines et sociales''
Full information Full text PDF
Lemay, Catherine, Laporte, William
159-166
Keywords: Statistics teaching; proceedings; ACFAS 2018
(no sample data) (no appendix)
Testing for a lack of relationship among categorical variables
Full information Full text PDF
Shishkina, Tanja, Farmus, Linda, Cribbie, Robert A.
167-179
Keywords: equivalence testing, categorical variables, frequency tables
(no sample data) (no appendix)
Impact of simple substitution methods for missing data on Classical test theory difficulty and discrimination
Full information Full text PDF
Béland, Sébastien, Jolani, Shahab, Pichette, François, Renaud, Jean-Sébastien
180-192
Keywords: Classical test theory, item difficulty, item discrimination, missing data at random, educational testing
Tools: R
(no sample data) (no appendix)
A Primer on the benefits of differential treatment analysis when predicting discriminatory behavior
Full information Full text PDF
Carlsson, Rickard, Agerström, Jens, Williams, Donald, Burns, Gary N.
193-205
Keywords: Discrimination; attitudes; stereotypes; prejudice; methodology
Tools: R
(no sample data) (Appendix)
A primer on distributional assumptions and model linearity in repeated measures data analysis
Full information Full text PDF
Peralta, Yadira, Kohli, Nidhi, Wang, Chun
199-217
Keywords: repeated measures data, distributional assumptions, model linearity.
Tools: SAS, R
(no sample data) (no appendix)
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Volume 14, no 2 (2018).
Explanatory IRT Analysis Using the SPIRIT Macro in SPSS
Full information Full text PDF
DiTrapani, Jack, Rockwood, Nicholas, Jeon, Minjeong
81-98
Keywords: Item response theory, 1PL model, generalized linear mixed models, explanatory IRT models, IRTrees
Tools: SPSS
(no sample data) (Appendix)
User-friendly Bayesian regression modeling: A tutorial with rstanarm and shinystan
Full information Full text PDF
Muth, Chelsea, Oravecz, Zita, Gabry, Jonah
99-119
Keywords: Bayesian modeling, regression, hierarchical linear model
Tools: Stan, R, rstanarm
(no sample data) (no appendix)
A Constrained Confirmatory Mixture IRT Model: Extensions and Estimation of the Saltus model using Mplus
Full information Full text PDF
Jeon, Minjeong
120-136
Keywords: Mixture IRT models; Confirmatory approach; Saltus model; Linear Constraints
Tools: Mplus
(no sample data) (no appendix)
Welcome to Jupyter: Improving Collaboration and Reproduction in Psychological Research by Using a Notebook System
Full information Full text PDF
Sprengholz, Philipp
137-146
Keywords: Reproducible research, Interactive scientific computing, Collaboration, Notebook systems, Data management
Tools: Jupyter, R
(no sample data) (no appendix)
A computational description of simple mediation analysis
Full information Full text PDF
Caron, Pier-Olivier, Valois, Philippe
147-158
Keywords: mediation analysis, indirect effect, power analysis
Tools: R
(no sample data) (no appendix)
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Volume 14, no 1 (2018).
Spike Neural Models Part II: Abstract Neural Models
Full information Full text PDF
Johnson, Melissa G., Chartier, Sylvain
1-16
Keywords: Neural models, spiking neural networks, leaky integrate and fire, Izhikevich's model
(no sample data) (no appendix)
EZ: An Easy Way to Conduct a More Fine-Grained Analysis of Faked and Nonfaked Implicit Association Test (IAT) Data
Full information Full text PDF
Röhner, Jessica, Thoss, Philipp
17-37
Keywords: Implicit Association Test (IAT), diffusion model analyses, IAT effects, fast-dm, EZ
(no sample data) (no appendix)
Open-Ended Measurement of Whole-Body Movement: A Feasibility Study
Full information Full text PDF
Finn, Michael T. M., Smith, Connor L., Nash, Michael R.
38-54
Keywords: motion capture, human movement, complexity, behavior measurement
Tools: iPi Motion Capture, R
(no sample data) (Appendix)
Dzz2 ou W pour tester la normalité des données d'un échantillon
Full information Full text PDF
Laurencelle, Louis
55-72
Keywords: Non-normality tests; Shapiro-Wilk W; Non-normal densities; Comparative Study.
(no sample data) (no appendix)
Creating Customized Data Files in E-Prime: A Practical Tutorial
Full information Full text PDF
İyilikci, Osman
73-80
Keywords: Experiment programming, E-Basic, E-Prime
Tools: E-Prime
(no sample data) (Appendix)
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Volume 13, no 3 (2017).
Simple and parallel mediation: {A} tutorial exploring anxiety sensitivity, sensation seeking, and gender
Full information Full text PDF
Kane, Leanne, Ashbaugh, Andrea R.
148-165
Keywords: mediation, gender differences, anxiety sensitivity, sensation seeking
Tools: SPSS, PROCESS macro
(data file) (no appendix)
Assessing the monitor warm-up time required before a psychological experiment can begin
Full information Full text PDF
Poth, Christian H., Horstmann, Gernot
166-173
Keywords: vision science, CRT, LED, luminance, contrast
Tools: R
(no sample data) (no appendix)
Participant Crosstalk: Issues When Using the Mechanical Turk
Full information Full text PDF
Edlund, John E., Lange, Kathleene M., Sevene, Andrea M., Umansky, Jonathan, Beck, Cassandra D., Bell, Daniel J.
174-182
Keywords: mTurk; Participant Crosstalk
(no sample data) (no appendix)
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Volume 13, no 2 (2017).
Spike neural models (part I): The Hodgkin-Huxley model
Full information Full text PDF
Johnson, Melissa G., Chartier, Sylvain
105-119
Keywords: Spiking neural networks, neural models, Hodkgin-Huxley model
Tools: Matlab
(no sample data) (no appendix)
How to compare the means of two samples that include paired observations and independent observations: A companion to Derrick, Russ, Toher and White (2017)
Full information Full text PDF
Derrick, Ben, Toher, Deirdre, White, Paul
120-126
Keywords: Partially overlapping samples; incomplete observations; Welch's test; independent samples; paired samples; equality of means
Tools: R
(no sample data) (no appendix)
Is intermediately inspecting statistical data necessarily a bad research practice?
Full information Full text PDF
Lang, Albert-Georg
127-140
Keywords: Intermediately inspecting data, ANOVA, alpha error cumulation, group-sequential testing, Monte-Carlo simulations
(no sample data) (no appendix)
Le test binomial exact de la différence entre deux proportions et ses approximations [The exact binomial test between two proportions and its approximations]
Full information Full text PDF
Laurencelle, Louis
141-147
Keywords: ifference between two proportions, Exact binomial test, Fisher's exact probability test, Binomial-to-normal approximation, Continuity correction
(no sample data) (no appendix)
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Volume 13, no 1 (2017).
Adding bias to reduce variance in psychological results: A tutorial on penalized regression
Full information Full text PDF
Helwig, Nathaniel E.
1-19
Keywords: penalized least squares, ordinary least squares, ridge, lasso, elastic net
Tools: R
(no sample data) (Appendix)
Graphical methods for multivariate linear models in psychological research: An R tutorial
Full information Full text PDF
Friendly, Michael, Sigal, Matthew
20-45
Keywords: Canonical discriminant plots, Hypothesis-Error (HE) plots, MANOVA, MANCOVA, MMRA
Tools: R
(no sample data) (Appendix)
interpretation of the point-biserial correlation coefficient in the context of a school examination
Full information Full text PDF
LeBlanc, Vincent, Cox, Michael A. A.
46-56
Keywords: Tutorial, Examination, Assessment, Point-Biserial Correlation, Corrected Point-Biserial Correlation
(no sample data) (Appendix)
ivote: A simple system to conduct polls and quiz in class settings
Full information Full text PDF
T. Groulx , Julien, Cousineau, Denis
57-64
Keywords: Tools, in-class poll
Tools: SPSS, Mathematica, R, Python, Power-Point
(no sample data) (Appendix)
Testing the number of required dimensions in exploratory factor analysis
Full information Full text PDF
Achim, Andr\'e
64-74
Keywords: Exploratory Factor Analysis, Monte Carlo Comparisons, Number of Factors
(no sample data) (Appendix)
An extension of within-subject confidence intervals to models with crossed random effects
Full information Full text PDF
Politzer-Ahles, Stephen
75-94
Keywords: confidence intervals, repeated measures, linear mixed effects, within-subjects confidence intervals, crossed random effects
(no sample data) (Appendix)
The unweighted ``harmonic mean'' solution for unbalanced anova designs : A detailed argument
Full information Full text PDF
Laurencelle, Louis
95-104
Keywords: Anova, Unbalanced design, Harmonic mean solution
(no sample data) (no appendix)
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Volume 12, no 3 (2016).
The Companion paper as a complement to regular papers
Full information Full text PDF
Cousineau, Denis
152-153
Keywords: Editorial
(no sample data) (no appendix)
Fitting three-level meta-analytic models in R: A step-by-step tutorial
Full information Full text PDF
Assink, Mark, Wibbelink, Carlijn J. M.
154-174
Keywords: meta-analysis, multilevel analysis
Tools: R, rma.mv, metafor
(no sample data) (Appendix)
Bayesian linear mixed models using Stan: A tutorial for psychologists, linguists, and cognitive scientists
Full information Full text PDF
Sorensen, Tanner, Hohenstein, Sven, Vasishth, Shravan
175-200
Keywords: Bayesian data analysis, linear mixed models
Tools: Stan, R
(no sample data) (no appendix)
Generalizing across stimuli as well as subjects: A non-mathematical tutorial on mixed-effects models
Full information Full text PDF
Chang, Yu-Hsuan A., Lane, David M.
201-219
Keywords: mixed-effects models, tutorials
Tools: JMP, SAS, SPSS, R
(data file) (Appendix)
How to analyze (faked) Implicit Association Test data by applying diffusion model analyses with the fast-dm software: A companion to Röhner \& Ewers (2016)
Full information Full text PDF
Röhner, Jessica, Ewers, Torsten
220-231
Keywords: IAT, diffusion model analyses, fast-dm, IAT_v, IAT_a
Tools: Fast-DM
(data file) (no appendix)
Person fit assessment using the PerFit package in R
Full information Full text PDF
Mousavi, Amin, Tendeiro, Jorge N., Younesi, Jalil
232-242
Keywords: Person fit, Item response theory, Aberrant responding, Test validity
(no sample data) (no appendix)
Formatting and Presentation as Confounds in Online Studies
Full information Full text PDF
Engelbrecht, Jessica L., Edlund, John E.
243-252
Keywords: participant biases, online studies, survey construction, order effects
(no sample data) (no appendix)
Violation of the homogeneity of regression slopes assumption in ANCOVA for two-group pre-post designs: Tutorial on a modified Johnson-Neyman procedure
Full information Full text PDF
Johnson, Teresa R.
253-263
Keywords: Aptitude-treatment interaction effects; two-group pre-post designs; ANCOVA; Johnson-Neyman procedure
Tools: SPSS
(no sample data) (no appendix)
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Volume 12, no 2 (2016).
Application of k-means clustering in psychological studies
Full information Full text PDF
Zakharov, Kyrylo
87-100
Keywords: cluster analysis, k-means clustering, algorithms, data processing, validation of clustering solutions
(no sample data) (no appendix)
Analysing, Interpreting, and Testing the Invariance of the Actor-Partner Interdependence Model
Full information Full text PDF
Gareau, Alexandre, Fitzpatrick, Josee, Gaudreau, Patrick, Lafontaine, Marie-France
101-113
Keywords: Actor-partner interdependence model, dyadic data analysis, invariance testing, CFA, methodology
Tools: MPLUS
(data file) (Appendix)
The assumption of sphericity in repeated-measures designs: What it means and what to do when it is violated
Full information Full text PDF
Lane, David M.
114-122
Keywords: analysis of variance, sphericity, epsilon correction, repeated measures
(no sample data) (Appendix)
Les lois Gamma restreintes, leurs variantes, leurs moments et quelques bribes de leurs distributions Time-constrained Gamma variables, their variants, moments and distribution
Full information Full text PDF
Laurencelle, Louis
123-130
Keywords: Constrained Gamma distributions, Cumulative triggering function
(no sample data) (no appendix)
Le quotient de deux variances corr\'el\'ees, sa distribution et son test
Full information Full text PDF
Laurencelle, Louis
131-137
Keywords: Correlated variances, t-test on correlated variances
(no sample data) (no appendix)
GSD: An SPSS extension command for sub-sampling and bootstrapping datasets
Full information Full text PDF
Harding, Bradley, Cousineau, Denis
138-146
Keywords: statistics teaching; sub-sampling; Bootstrap
Tools: SPSS
(no sample data) (Appendix)
schoRsch: An R package for analyzing and reporting factorial experiments
Full information Full text PDF
Pfister, Roland, Janczyk, Markus
147-151
Keywords: R software, usability, APA style, effect sizes
Tools: R
(no sample data) (no appendix)
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Volume 12, no 1 (2016).
An overview of the Normal Ogive Harmonic Analysis Robust Method (NOHARM) approach to item response theory
Full information Full text PDF
Lee, J. J., Lee, M. K.
1-8
Keywords: Factor analysis, Item response theory, Psychometrics
(no sample data) (no appendix)
A unified factor-analytic approach to the detection of item and test bias: Illustration with the effect of providing calculators to students with dyscalculia
Full information Full text PDF
Lee, M. K., Lee, J. J., Wells, C. S., Sireci, S. G.
9-29
Keywords: Factor analysis, Item response theory, Measurement invariance, Differential item functioning, Dyscalculia
(data file) (Appendix)
Why Welch's test is Type I error robust
Full information Full text PDF
Derrick, B., White, P.
30-38
Keywords: Independent samples t-test, Welch's test, Welch's approximation, Behrens-Fisher problem, Equality of means
(no sample data) (no appendix)
Systems Factorial Technology Explained to Humans
Full information Full text PDF
Harding, Bradley, Goulet, Marc-André, Jolin, Stéphanie, Tremblay, Christophe, Villeneuve, Simon-Pierre, Durand, Guillaume
39-56
Keywords: System Factorials Technology, Cognitive processes, Information processing architectures, Interaction Contrasts, Capacity measures
Tools: Mathematica
(no sample data) (Appendix)
Impact on Cronbach's alpha of simple treatment methods for missing data
Full information Full text PDF
Béland, Sébastien, Pichette, Francois, Jolani, S.
57-73
Keywords: Cronbachs alpha coefficient, Missing data, Missing completely at random, Missing at random, Simulation study
(no sample data) (no appendix)
How to Use the Actor-Partner Interdependence Model (APIM) To Estimate Different Dyadic Patterns in MPLUS: A Step-by-Step Tutorial
Full information Full text PDF
Fitzpatrick, Josée, Gareau, Alexandre, Lafontaine, Marie-France, Gaudreau, Patrick
74-86
Keywords: Actor-Partner Interdependence Model, Dyadic data analysis, Tutorial
Tools: MPLUS
(no sample data) (Appendix)
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Volume 11, no 3 (2015).
An extended SPSS extension command for generating random data
Full information Full text PDF
Harding, Bradley, Cousineau, Denis
127-138
Keywords: GRD, Graphical User Interface, Contaminants, Correlation, Sampling
Tools: SPSS
(no sample data) (Appendix)
New statistical inference for the Weibull distribution
Full information Full text PDF
Zhao, X., Cheng, W., Zhang, Y., Zhang, Q., Yang, Z.
139-147
Keywords: Weibull distribution, Gamma distribution, Dirichlet distribution, Rejection region, Power
(no sample data) (no appendix)
Inference for the Weibull Distribution: A tutorial
Full information Full text PDF
Scholz, F. W.
148-173
Keywords: Weibull distribution, confidence intervals, Inference
Tools: R
(no sample data) (Appendix)
Le différentiel de sélection multiple
Full information Full text PDF
Laurencelle, Louis
174-188
Keywords: Personnel selection, selection differential, multivariate selection differential, differential selection, gain in performance
(no sample data) (no appendix)
Cognitive Diagnosis Models in R: A didactic
Full information Full text PDF
George, A. C., Robitzsch, A.
189-205
Keywords: Cognitive DiagnosisModels, R, Competence modeling
Tools: R
(no sample data) (no appendix)
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Volume 11, no 2 (2015).
Partial least squares regression in the social sciences
Full information Full text PDF
Sawatsky, Megan L. , Clyde, Matthew, Meek, Fiona
52-62
Keywords: Partial least squares regression, latent variable, extraction method
Tools: JMP, SAS
(no sample data) (no appendix)
Analyses des classes et des transitions latentes : des outils pour documenter le parcours de développement des compétences.
Full information Full text PDF
Harvey, Léon
63-77
Keywords: Latent class, Latent transition, Competency, Modelling, Morphosyntax
Tools: R statistical environment
(no sample data) (no appendix)
Applying Linear Mixed Effects Models with Crossed Random Effects to Psycholinguistic Data: Multilevel Specification and Model Selection.
Full information Full text PDF
Yu, Hsiu-Ting
78-88
Keywords: Model selection, linear mixed effects model, random effects, psycholinguistics
Tools: SAS
(no sample data) (no appendix)
The Recording and Quantification of Event-Related Potentials: I. Stimulus Presentation and Data Acquisition
Full information Full text PDF
Tavakoli, Paniz, Campbell, Kenneth
89-97
Keywords: Event-related potentials, data acquisition,, stimulus parameters, EEG, Artifact
(no sample data) (no appendix)
The Recording and Quantification of Event-Related Potentials: II. Signal Processing and Analysis
Full information Full text PDF
Tavakoli, Paniz, Campbell, Kenneth
98-112
Keywords: Event-related potentials, signal processing, quantification, cognitive processes
(no sample data) (no appendix)
Developing Affective Mental Imagery Stimuli with Multidimensional Scaling
Full information Full text PDF
Facciani, Matthew J.
113-125
Keywords: multidimensional scaling, stimuli development, mental imagery, affect
Tools: SYSTAT
(no sample data) (no appendix)
Erratum to "Representing Error bars in within-subject designs in typical software packages"
Full information Full text PDF
O'Brien, Fearghal, Cousineau, Denis
126-126
Keywords: Error bars, within-subject designs
Tools: Matlab
(no sample data) (no appendix)
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Volume 11, no 1 (2015).
A general non-linear index of association between two continuous rank-order variables
Full information Full text PDF
Laurencelle, Louis
1-7
Keywords: rank-order association index, Non-linear dependencies, non-parametric correlation
(no sample data) (no appendix)
Hierarchical Cluster Analysis: Comparison of Three Linkage Measures and Application to Psychological Data
Full information Full text PDF
Yim, Odilia, Ramdeen, Kylee T.
8-21
Keywords: Cluster analysis, Hierarchical cluster analysis, Agglomerative linkage
Tools: SPSS
(no sample data) (no appendix)
An Introduction to Spatial Analysis in Social Science Research
Full information Full text PDF
Xu, Yanqing, Kennedy, Eugene
22-31
Keywords: Spatial Regression, Geographically Weighted Regression, Spatial Lag Model, Spatial Clustering
Tools: SAS
(no sample data) (no appendix)
The standard error of the Pearson skew
Full information Full text PDF
Harding, Bradley, Tremblay, Christophe, Cousineau, Denis
32-36
Keywords: Standard error, Pearson skew, Descriptive statistics, Shape of a distribution
(no sample data) (no appendix)
A Practical Tutorial on Conducting Meta-Analysis in R
Full information Full text PDF
Del Re, A. C.
37-50
Keywords: Meta-analysis, Effect sizes, Tutorial
Tools: R statistical environment
(no sample data) (Appendix)
Errata to Non-central t distribution and the power of the t test: A rejoinder
Full information Full text PDF
Cousineau, Denis, Laurencelle, Louis
51-51
Keywords: Statistical power, t test, Errata
(no sample data) (no appendix)
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Volume 10, no 2 (2014).
Restoring confidence in psychological science findings: A call for direct replication studies
Full information Full text PDF
Cousineau, Denis
77-79
Keywords: Editorial, category of articles, replication studies
(no sample data) (no appendix)
GRD: An SPSS extension command for generating random data
Full information Full text PDF
Harding, Bradley, Cousineau, Denis
80-94
Keywords: Statistics Teaching, Data Simulations, Sampling
Tools: SPSS
(no sample data) (Appendix)
Psychometric validation of the Sentence Verification Technique to assess L2 reading comprehension ability
Full information Full text PDF
Pichette, François, Béland, Sébastien, de Serres, Linda, Lafontaine, Marc
95-106
Keywords: Sentence Verification Technique, Reading comprehension, Reading test, Readability, Rasch model
(no sample data) (no appendix)
Standard errors: A review and evaluation of standard error estimators using Monte Carlo simulations
Full information Full text PDF
Harding, Bradley, Tremblay, Christophe, Cousineau, Denis
107-123
Keywords: Statistics, Standard errors, Estimation, Evaluation
(no sample data) (no appendix)
Sample size estimation for correlations with pre-specified confidence interval
Full information Full text PDF
Moinester, Murray, Gottfried, Ruth
124-130
Keywords: sample size estimation, correlation, confidence interval
Tools: R statistical environment
(no sample data) (no appendix)
Spiking variability: Theory, measures and implementation in matlab
Full information Full text PDF
Kuebler, Eric S., Thivierge, Jean-Philippe
131-142
Keywords: Spiking variability, time-series data, neuronal networks
Tools: Matlab
(no sample data) (Appendix)
Exploratory factor analysis and reliability analysis with missing data: A simple method for SPSS users
Full information Full text PDF
Weaver, Bruce, Maxwell, Hillary
143-152
Keywords: Exploratory factor analysis, reliability analysis, missing data, expectation maximization
Tools: SPSS
(no sample data) (no appendix)
Handling missing data in cluster randomized trials: A demonstration of multiple imputation with PAN through SAS
Full information Full text PDF
Zhou, Jiangxiu, Connell, Lauren E., Graham, John W.
153-166
Keywords: PAN, missing data, cluster randomized trials, multiple imputation
Tools: SAS, R statistical environment
(data file) (Appendix)
Relative selection as a function of two pre-weighted criteria: A study of two procedures
Full information Full text PDF
Laurencelle, Louis
167-178
Keywords: Relative selection, pre-weighted criteria, nominal weights, additive scheme, sequential scheme
(no sample data) (no appendix)
Pupillometry of taste: Methodological guide – from acquisition to data processing - and toolbox for MATLAB
Full information Full text PDF
Lemercier, Anaïs, Guillot, Geneviève, Courcoux, Philippe, Garrel, Claire, Baccino, Thierry, Schlich, Pascal
179-195
Keywords: Pupillometry, tasting, methodology
Tools: Matlab
(data file) (Appendix)
Partial Least Squares tutorial for analyzing neuroimaging data
Full information Full text PDF
Van Roon, Patricia, Zakizadeh, Jila, Chartier, Sylvain
200-215
Keywords: Partial least squares, PLS, regression, correlation
Tools: Mathematica
(no sample data) (Appendix)
-
Volume 10, no 1 (2014).
Outstanding Data sets: A new category of articles that promotes modelling published in the Quantitative Methods for Psychology
Full information Full text PDF
Cousineau, Denis, Helie, Sebastien
1-4
Keywords: Editorial, category of articles, outstanding data set
(no sample data) (no appendix)
The discriminating capacity of a measuring instrument: Revisiting Bloom (1942)’s theory and formula
Full information Full text PDF
Laurencelle, Louis
5-12
Keywords: Discriminating capacityl, category of articles, Classical test theory, Reliability
(no sample data) (no appendix)
When to Use Hierarchical Linear Modeling
Full information Full text PDF
Huta, Veronika
13-28
Keywords: hierarchical linear modeling, multilevel modeling, repeated-measures, analysis of variance
(no sample data) (no appendix)
An SPSS Macro to Compute Confidence Intervals for Pearson’s Correlation
Full information Full text PDF
Weaver, Bruce, Koopman, Ray
29-39
Keywords: Correlation, confidence interval
Tools: SPSS
(no sample data) (Appendix)
Robust factor analysis in the presence of normality violations, missing data, and outliers: Empirical questions and possible solutions
Full information Full text PDF
Zygmont, Conrad, Smith, Mario R.
40-55
Keywords: Exploratory factor analysis, analytical decision making, data screening, factor extraction
Tools: R statistical environment
(data file) (Appendix)
Representing Error bars in within-subject designs in typical software packages
Full information Full text PDF
O'Brien, Fearghal, Cousineau, Denis
56-67
Keywords: Error bars, within-subject designs, SPSS, R statistical environment, Mathematica
Tools: SPSS, R, Mathematica, Matlab
(no sample data) (Appendix)
There has been an erratum in volume 11(2)
The analysis of event rates using intervals
Full information Full text PDF
Lemon, Jim
68-76
Keywords: Uncommon events, information content, event historyanalysis, statistical model
Tools: R statistical environment
(no sample data) (no appendix)
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Volume 9, no 2 (2013).
Conducting Simulation Studies in the R Programming Environment
Full information Full text PDF
Hallgren, Kevin A.
43-60
Keywords: statistics, simulation studies
Tools: R
(no sample data) (Appendix)
Improving maximum likelihood estimation using prior probabilities: A tutorial on maximum a posteriori estimation and an examination of the weibull distribution
Full information Full text PDF
Cousineau, Denis , Hélie, Sébastien
61-71
Keywords: statistics, maximum likelihood estimation, Weibull distribution
(no sample data) (no appendix)
Easy methods for extracting individual regression slopes: Comparing SPSS, R, and Excel
Full information Full text PDF
Pfister, Roland, Schwarz, Katharina, Carson, Robyn, Jancyzk, Markus
72-78
Keywords: statistics, regression, regression coefficient analysis
Tools: R, Excel, SPSS
(no sample data) (Appendix)
A Beginner’s Guide to Factor Analysis: Focusing on Exploratory Factor Analysis
Full information Full text PDF
Yong, An Gie, Pearce, Sean
79-94
Keywords: statistics, factor analysis, Exploratory factor analysis
Tools: SPSS
(no sample data) (no appendix)
Erratum to Hallgren, K. A. (2012). Computing inter-rater reliability for observational data: An overview and tutorial.
Full information Full text PDF
Hallgren, Kevin A.
95-95
Keywords: statistics, inter-rater reliability, kappa, Erratum
(no sample data) (no appendix)
-
Volume 9, no 1 (2013).
Presenting and analyzing movie stimuli for psychocinematic research
Full information Full text PDF
Shimamura, Arthur P.
1-5
Keywords: experimental psychology, psychocinematic research, movie presentation
Tools: E-Prime
(no sample data) (Appendix)
Against coefficient of variation for estimation of intraindividual variability with accuracy measures
Full information Full text PDF
Golay, Philippe, Fagot, Delphine, Lecerf, Thierry
6-14
Keywords: descriptive statistics, coefficient of variation, accuracy measure
(no sample data) (no appendix)
The k-means clustering technique: General considerations and implementation in Mathematica
Full information Full text PDF
Morissette, Laurence, Chartier, Sylvain
15-24
Keywords: statistics, k-mean clustering
Tools: Mathematica
(data file) (Appendix)
Crossing Language Barriers: Using Crossed Random Effects Modelling in Psycholinguistics Research
Full information Full text PDF
Carson, Robyn J., Beeson, Christina M. L.
25-41
Keywords: statistics, multilevel modelling, hierarchical linear modelling
Tools: SPSS
(data file) (Appendix)
Erratum to Andruff, Carraro, Thompson, Gaudreau, and Louvet (2009): Latent Class Growth Modelling: A tutorial
Full information Full text PDF
Andruff, Heather, Carraro, Natasha, Thompson, Amanda , Gaudreau, Patrick, Louvet, Benoit
42-42
Keywords: statistics, latent class analysis
(no sample data) (no appendix)
-
Volume 8, no 3 (2012).
Le nombre de permutations dans les tests permutationnels; The number of permutations in permutation tests
Full information Full text PDF
Laurencelle, Louis
127-136
Keywords: statistical tests, permutation test
(no sample data) (no appendix)
Un algorithme efficace pour la comparaison de deux moyennes indépendantes par combinatoire exhaustive; Highly efficient algorithms for the exact randomization test of the difference between two independent means
Full information Full text PDF
Ferland, Pierre, Laurencelle, Louis
137-150
Keywords: statistical tests, permutation test, mean test
(no sample data) (no appendix)
L’interprétation stochastique du sociogramme et le problème des choix exceptionnels; A statistical interpretation of the sociogram and the determination of exceptional choice
Full information Full text PDF
Laurencelle, Louis
151-162
Keywords: sociogram, choice problem
(no sample data) (no appendix)
Un indice général d’association entre deux variables continues; A general non-linear index of association for two continuous variables
Full information Full text PDF
Laurencelle, Louis
163-172
Keywords: statistical tests, association index
(no sample data) (no appendix)
La représentativité d’un échantillon et son test par le Khi-deux; Testing the representativeness of a sample
Full information Full text PDF
Laurencelle, Louis
173-181
Keywords: statistical tests, khi-square test
(no sample data) (no appendix)
Erratum to Cousineau (2005): Confidence intervals in within-subject designs: A simpler solution to Loftus and Masson’s method
Full information Full text PDF
Cousineau, Denis
182-182
Keywords: statistical plot, error bars, within-subject design
(no sample data) (no appendix)
-
Volume 8, no 2 (2012).
Using partial components to restore and use the concurrent validity of the Index of Readiness
Full information Full text PDF
Bourdeau, Marc, Delmas, Philippe, Sylvain, Hélène
70-87
Keywords: psychometric tests, partial components, index of readiness, hiv
(no sample data) (no appendix)
Faut-il contrôler l’erreur de type I dans le cas de comparaisons de moyennes multiples? Must we over-control the type I error rate in post anova multiple comparison procedures?
Full information Full text PDF
Laurencelle, Louis
88-95
Keywords: ANOVA, post-hoc tests, type I error rate
(no sample data) (no appendix)
Statistical simulation and counterfactual analysis in social sciences
Full information Full text PDF
Gélineau, François, Bédard, Pierre-Olivier, Ouimet, Mathieu
96-107
Keywords: Statistics, Counterfactual analysis, Simulations
(no sample data) (no appendix)
Detecting outliers in multivariate data while controlling false alarm rate
Full information Full text PDF
Achim, André
108-121
Keywords: Multivariate analysis, Outliers, type I error rate, Excel
(no sample data) (Appendix)
A short introduction into Bayesian evaluation of informative hypotheses as an alternative to exploratory comparisons of multiple group means
Full information Full text PDF
Béland, Sébastien, Klugkist, Irene, Raîche, Gilles, Magis, David
122-126
Keywords: ANOVA, a priori tests, Bayesian approach, multiple tests
(no sample data) (no appendix)
-
Volume 8, no 1 (2012).
Decomposing interactions using GLM in combination with the COMPARE, LMATRIX and MMATRIX subcommands in SPSS
Full information Full text PDF
Howell, Glen T., Lacroix, Guy L.
1-22
Keywords: ANOVA, interactions, GLM, SPSS
Tools: SPSS
(data file) (Appendix)
Computing Inter-Rater Reliability for Observational Data: An Overview and Tutorial
Full information Full text PDF
Hallgren, Kevin A.
23-34
Keywords: inter-rater reliability, Cohen's kappa
(no sample data) (no appendix)
There has been an erratum in volume 9(2)
La loi de Pascal restreinte et ses cas particuliers; Constrained Pascal distribution and its special cases
Full information Full text PDF
Laurencelle, Louis
35-51
Keywords: Pascal distribution, statistics
(no sample data) (no appendix)
An introduction to hierarchical linear modeling
Full information Full text PDF
Woltman, Heather, Feldstain, Andrea , MacKay, J. Christine, Rocchi, Meredith
52-69
Keywords: Hierarchical Linear Models, Nested Data, Hypothesis Testing, Parameter Estimation
Tools: HLM
(data file) (Appendix)
-
Volume 7, no 2 (2011): Special issue of colloque Méthodes Quantitatives et Sciences humaines, juin 2011.
Un nouveau siècle des lumières?
Full information Full text PDF
Loye, Nathalie
19-20
Keywords: editorial, special issue
(no sample data) (no appendix)
Automatic Maxima Detection: A Graphical User Interface and a Tutorial
Full information Full text PDF
Dandurand, Frédéric, Shultz, Thomas R.
21-31
Keywords: maxima detection, graphical interface
Tools: Matlab
(no sample data) (no appendix)
Hidden Markov models and learning in authentic situations
Full information Full text PDF
Harvey, Léon
32-41
Keywords: learning situation, hidden markov model
Tools: Matlab
(no sample data) (no appendix)
Les estimateurs de capacité dans la théorie des réponses aux items et leur biais
Full information Full text PDF
Laurencelle, Louis, Germain, Stéphane
42-53
Keywords: item reponse theory, monte carlo
(no sample data) (no appendix)
-
Volume 7, no 1 (2011).
Non-central t distribution and the power of the t test: A rejoinder
Full information Full text PDF
Cousineau, Denis , Laurencelle, Louis
1-4
Keywords: Statistical power, t test, Noncentral t distribution
(no sample data) (no appendix)
There has been an erratum in volume 11(1)
Correspondence Analysis applied to psychological research
Full information Full text PDF
Doey, Laura, Kurta, Jessica
5-14
Keywords: Correspondence analysis, statistics
Tools: SPSS
(no sample data) (no appendix)
Randomization test of mean is compuationally inaccessible when the number of groups exceeds two
Full information Full text PDF
Cousineau, Denis
15-18
Keywords: Randomization test, statistics
(no sample data) (no appendix)
-
Volume 6, no 2 (2010).
Assessing parameter invariance in item response theory’s logistic two item parameter model: A monte carlo investigation
Full information Full text PDF
Galdin, Marlène, Laurencelle, Louis
39-51
Keywords: Item response theory, Ability parameter, Estimation, Invariance, Monte Carlo
(no sample data) (no appendix)
Quantitative Methodology Research: Is it on Psychologists’ Reading Lists?
Full information Full text PDF
Mills, Laura, Abdulla, Eva, Cribbie, Robert A.
52-60
Keywords: Quantitative methods, meta-analyses
(no sample data) (no appendix)
-
Volume 6, no 1 (2010).
The Application of Canonical Correlation to Two-Dimensional Contingency Tables
Full information Full text PDF
Lee, Howard B. , Katz, Gary S. , Restori, Alberto F.
1-15
Keywords: Stastitics, Canonical correlation, Contingency table
Tools: SPSS, BMD, Matlab
(no sample data) (Appendix)
Assessing Conceptual Complexity and Compressibility Using Information Gain and Mutual Information
Full information Full text PDF
Mathy, Fabien
16-30
Keywords: Information theory, Information gain and mutual information
(no sample data) (no appendix)
An Introduction to Independent Component Analysis: InfoMax and FastICA algorithms
Full information Full text PDF
Langlois, Dominic, Chartier, Sylvain, Gosselin, Dominique
31-38
Keywords: Statistics, Independent component analysis
Tools: Mathematica
(no sample data) (Appendix)
-
Volume 5, no 2 (2009).
Getting the most from your curves: Exploring and reporting data using informative graphical techniques
Full information Full text PDF
Marmolejo-Ramos, Fernando, Matsunaga, Masaki
40-50
Keywords: Statistics, Exploratory data analysis, Box plot, Confidence intervals, Violin plot
Tools: R
(no sample data) (Appendix)
Le tau et le tau-b de Kendall pour la corrélation de variables ordinales simples ou catégorielles
Full information Full text PDF
Laurencelle, Louis
51-58
Keywords: Statistics, Correlation, Ordinal variables, Categorical variables
(no sample data) (no appendix)
Using Mathematica within E-Prime
Full information Full text PDF
Cousineau, Denis
59-67
Keywords: Experiment programming
Tools: E-Prime, Mathematica
(no sample data) (Appendix)
An introduction to E-Prime
Full information Full text PDF
Richard, Laurence, Charbonneau, Dominic
68-76
Keywords: Experiment programming
Tools: E-Prime
(no sample data) (no appendix)
-
Volume 5, no 1 (2009).
A Review of Multidimensional Scaling (MDS) and its Utility in Various Psychological Domains
Full information Full text PDF
Jaworska, Natalia, Chupetlovska-Anastasova, Angelina
1-10
Keywords: Stastitics, Multidimensional scaling
(no sample data) (no appendix)
Latent Class Growth Modelling: A Tutorial
Full information Full text PDF
Andruff, Heather, Carraro, Natasha, Thompson, Amanda, Gaudreau, Patrick, Louvet, Benoît
11-24
Keywords: Stastitics, Latent class
(no sample data) (no appendix)
There has been an erratum in volume 9(1)
Computing Effect Size Measures with ViSta-The Visual Statistics System
Full information Full text PDF
Ledesma, Rubén Daniel, Macbeth, Guillermo, Cortada de Kohan, Nuria
25-34
Keywords: Stastitics, effect size, means difference
Tools: ViSta
(no sample data) (no appendix)
On the perils of categorizing responses
Full information Full text PDF
Lemon, Jim
35-39
Keywords: Stastitics, Conversion to a categorical scale
Tools: R
(no sample data) (Appendix)
-
Volume 4, no 2 (2008).
Using the Chow Test to Analyze Regression Discontinuities
Full information Full text PDF
Lee, Howard H.
46-50
Keywords: Statistics, Regression, Regression discontinuity
Tools: SPSS
(data file) (Appendix)
Introduccción al Bootstrap: Desarrollo de un ejemplo acompañado de software de aplicación
Full information Full text PDF
Ledesma, Rubén
51-60
Keywords: Stastitics, Boostrap
Tools: ViSta
(no sample data) (Appendix)
Confidence Intervals from Normalized Data: A correction to Cousineau (2005)
Full information Full text PDF
Morey, Richard D.
61-64
Keywords: Stastitics, Confidence intervals
(no sample data) (no appendix)
General Linear Models: An Integrated Approach to Statistics
Full information Full text PDF
Chartier, Sylvain, Faulkner, Andrew
65-78
Keywords: Stastitics, General linear model
(no sample data) (no appendix)
-
Volume 4, no 1 (2008).
L'établissement d'une norme de qualification sûre dans un contexte non paramétrique
Full information Full text PDF
Laurencelle, Louis
1-12
Keywords: Statistics, Confidence intervals
(no sample data) (no appendix)
The Mann-Whitney U: A Test for Assessing Whether Two Independent Samples Come from the Same Distribution
Full information Full text PDF
Nachar, Nadim
13-20
Keywords: Statistics, Mann-Whitney test
Tools: SPSS
(no sample data) (no appendix)
Eliminating Aggregation Bias in Experimental Research: Random Coefficient Analysis as an Alternative to Performing a ‘by-subjects’ and/or ‘by-items’ ANOVA
Full information Full text PDF
Thompson, Glenn L.
21-34
Keywords: Statistics, ANOVA
(no sample data) (Appendix)
How to use MATLAB to fit the ex-Gaussian and other probability functions to a distribution of response times
Full information Full text PDF
Lacouture, Yves, Cousineau, Denis
35-45
Keywords: Quantitative methods, Distribution fitting
Tools: Matlab
(no sample data) (Appendix)
-
Volume 3, no 2 (2007): Special issue on statistical power
Editor’s note: The uncorrupted statistical power
Full information Full text PDF
Descôteaux, Jean
26-27
Keywords: Statistics, Statistical power, Editorial
(no sample data) (no appendix)
Statistical power: An historical introduction
Full information Full text PDF
Descôteaux, Jean
28-34
Keywords: Statistics, statistical power
(no sample data) (no appendix)
Inventer ou estimer la puissance statistique ? Quelques considérations utiles pour le chercheur
Full information Full text PDF
Laurencelle, Louis
35-42
Keywords: Statistics, statistical power
(no sample data) (no appendix)
Understanding Power and Rules of Thumb for Determining Sample Sizes
Full information Full text PDF
Wilson Van Voorhis, Carmen R., Morgan, Betsy L.
43-50
Keywords: Statistics, statistical power
(no sample data) (no appendix)
A short tutorial of GPower
Full information Full text PDF
Mayr, Susanne, Erdfelder, Edgar, Buchner, Axel, Faul, Franz
51-59
Keywords: Statistics, statistical power
Tools: G-Power
(no sample data) (no appendix)
Computing the power of a t test
Full information Full text PDF
Cousineau, Denis
60-62
Keywords: Statistics, statistical power, t test
Tools: SPSS, Mathematica
(no sample data) (no appendix)
There has been a reply by Cousineau and Laurencelle in 7(1)
Understanding statistical power using noncentral probability distributions: Chi-squared, G-squared, and ANOVA
Full information Full text PDF
Hélie, Sébastien
63-69
Keywords: Statistics, statistical power, chi-square and anova
Tools: Mathematica
(no sample data) (no appendix)
Power Estimation in Multivariate Analysis of Variance
Full information Full text PDF
Chartier, Sylvain, Allaire, Jean François
70-78
Keywords: Statistics, statistical power, multivariate analysis of variance
Tools: Mathematica
(no sample data) (no appendix)
A power primer
Full information Full text PDF
Cohen, Jacob
79-79
Keywords: Statistics, statistical power, t-test, correlation and analysis of variance
(no sample data) (no appendix)
-
Volume 3, no 1 (2007).
A significance test of interaction in 2 x K designs with proportions
Full information Full text PDF
Michael, George A.
1-7
Keywords: Statistical test, Test of proportions
(no sample data) (Appendix)
Implementing and evaluating the nested maximum likelihood estimation technique
Full information Full text PDF
Cousineau, Denis
8-13
Keywords: Parameter estimation, Maximum likelihood method
(no sample data) (Appendix)
Les tableaux de fréquences 2 x 2 et leur traitement statistique
Full information Full text PDF
Laurencelle, Louis
14-25
Keywords: Statistical test, Tests of proportions
(no sample data) (no appendix)
-
Volume 2, no 2 (2006): Special issue on "RT(N) = a + b N -c : The power law of learning"
The introduction to the special issue on "RT(N) = a + b N-c: The power law of learning 25 years later"
Full information Full text PDF
Lacroix, Guy L., Cousineau, Denis
38-42
Keywords: Editorial, power law
(no sample data) (no appendix)
A cognitive odyssey: From the power law of practice to a general learning mechanism and beyond
Full information Full text PDF
Rosenbloom, Paul S.
43-51
Keywords: Power law, SOAR
(no sample data) (no appendix)
Transfer of training and its effect on learning curves
Full information Full text PDF
Speelman, Graig P., Kirsner, Kim
52-65
Keywords: Power law, Transfer of learning
(no sample data) (no appendix)
Human learning: Power laws or multiple characteristic time scales?
Full information Full text PDF
Newell, Karl M., Mayer-Kress, Gottfried, Liu, Yeou-The
66-76
Keywords: Power law, Superposition of exponential curves
(no sample data) (no appendix)
Getting parameters from learning data
Full information Full text PDF
Cousineau, Denis, Lacroix, Guy L.
77-83
Keywords: Power law, How-to guide
Tools: SPSS, Excel, Mathematica
(no sample data) (Appendix)
Allen Newell (1927-1992)
Full information Full text PDF
CMU Soar research group, The
84-84
Keywords: Power law, Obituary
(no sample data) (no appendix)
-
Volume 2, no 1 (2006).
An Introduction to Model Selection: Tools and Algorithms
Full information Full text PDF
Hélie, Sébastien
1-10
Keywords: Modelisation, Model selection, Number of free parameters
(no sample data) (no appendix)
Confidence Intervals: From tests of statistical significance to confidence intervals, range hypotheses and substantial effects
Full information Full text PDF
Beaulieu-Prévost, Dominic
11-19
Keywords: Statistics, Confidence intervals, Null hypotesis tests
(no sample data) (Appendix)
Formatting data files for repeated-measures analyses in SPSS: Using the Aggregate and Restructure procedures
Full information Full text PDF
Lacroix, Guy L., Giguère, Gyslain
20-25
Keywords: Statistics, repeated-measure designs
Tools: SPSS
(data file) (no appendix)
Collecting and analyzing data in multidimensional scaling experiments: A guide for psychologists using SPSS
Full information Full text PDF
Giguère, Gyslain
26-38
Keywords: Statistics, Multidimensional scaling
Tools: SPSS
(data file) (no appendix)
-
Volume 1, no 1 (2005).
The rise of quantitative methods in psychology
Full information Full text PDF
Cousineau, Denis
1-3
Keywords: Quantitative methods, Editorial
(no sample data) (no appendix)
Le Dominique Interactif
Full information Full text PDF
Ouellette, Valérie
4-10
Keywords: Questionnaire
(no sample data) (no appendix)
Statistiques circulaires et utilisations en psychologie
Full information Full text PDF
Mello, Catherine
11-17
Keywords: Statistiques circulaires, Statistiques
Tools: Excel
(no sample data) (no appendix)
Statistical analysis of the mismatch negativity: To a dilemma, an answer
Full information Full text PDF
Beauchemin, Maude, De Beaumont, Louis
18-24
Keywords: Mismatch negativity, ERP measure
Tools: BrainVision
(no sample data) (no appendix)
Analyse de classification hiérarchique et qualité de vie
Full information Full text PDF
Vachon, Mélanie, Beaulieu-Prévost, Dominic, Ouellette, Amélie, Achille, Marie
25-30
Keywords: Analyses hiérarchiques, Statistiques
Tools: SPSS
(no sample data) (no appendix)
Guide de compilation et d’analyse de données pour la version enfants de la Batterie de Montréal d’Évaluation de l’Amusie (BMEA)
Full information Full text PDF
Taillon, Annie
31-34
Keywords: Questionnaire
(no sample data) (no appendix)
L'analyse de régression logistique
Full information Full text PDF
Desjardins, Julie
35-41
Keywords: Regression logistique, Statistiques
Tools: SPSS
(no sample data) (no appendix)
Confidence intervals in within-subject designs: A simpler solution to Loftus and Masson's method
Full information Full text PDF
Cousineau, Denis
42-45
Keywords: Error bars, Repeated measure designs, Statistics
Tools: SPSS
(data file) (Appendix)
There has been a reply by Morey in 4(2)
There has been an erratum in volume 8(3)
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