Data Sets for Experimental Design and Statistical Methods • hecedsm

This R package contains data sets for the HEC Montreal PhD course MATH 80667A (Experimental Design and Statistical Methods).

Most of the databases are extracted from journal articles who shared their data on Open Science Foundation, on Research Box or otherwise.

You can install the package from Github using the following commands after installing remotes:

# Uncomment this line if the package 'remotes' isn't installed
#install.packages("remotes") 
remotes::install_github("lbelzile/hecedsm")

name	source	usage
AA21	Amirabdolahian and Ali-Adeeb (2021)	repeated measures, linear mixed model
AVC02	Anandarajan, Viger and Curatola (2002)	MANOVA
BJF14_S1	Bastian, Jetten and Ferris (2014)	one-way ANOVA, mediation
BL22_E	Brucks and Levav (2022), eyetracker data	Kruskall-Wallis test
BL22_L	Brucks and Levav (2022), Lab experiment	negative binomial regression, linear mixed model
BMH19_E2	Bobak, Mileva and Hancock (2019), Experiment 2	one-way ANOVA, repeated measures
BRLS21_EDA	Brodeur et al. (2021) exploratory data analysis	linear mixed model, repeated measure ANOVA
BRLS21_T3	Brodeur et al. (2021), Table 3	Wilcoxon signed-rank test
BSJ92	Baumann, Seifert-Kessell and Jones (1992)	one-way ANOVA, ANCOVA
C16	Chandler (2016) replication	two-way ANOVA
C18	Clayton (2018)	linear mixed model, clustered standard errors
C22	Curley et al. (2022)	linear mixed model, incomplete design
DA23_E1	Duke and Amir (2023), Experiment 1	t-test
DA23_E2	Duke and Amir (2023), Experiment 2	one-way ANOVA, logistic regression
DM22_S1	Dorison and Minson (2022), Study 1	paired t-test
DM22_S2	Dorison and Minson (2022), Study 2	two-way mixed ANOVA
DM22_S3	Dorison and Minson (2022), Study 3	two-way mixed ANOVA, mediation
DM22_S4	Dorison and Minson (2022), Study 4	t-test
FBC66_T1	Flavell, Beach and Chinsky (1966), Table 1	chi-square test
GK14_S3	Grossman and Kross (2014), Study 3	one-way ANOVA, multiple testing, contrasts
GSC20_E2	Gaesser, Shimura and Cikara (2020), Experiment 2	linear mixed model, hierarchical model
HB22_S5	Halevy and Berson (2022), Study 5	three-way mixed design
HBSC24_S4	Huang, Brucks, Song and Campbell (2024), Study 4	contrasts, mediation
HOSM22_E3	Hatano et al. (2022), Experiment 3	two-way mixed ANOVA
HOSM22_E4	Hatano et al. (2022), Experiment 4	linear mixed model,
HS22_P	Hart and Schweitzer (2022), preliminary study	linear mixed model, repeated measure ANOVA
HS22_S2	Hart and Schweitzer (2022), Study 2	mediation
JCD14_S2	Johnson, Cheung and Donnellan (2014), Study 2	t-test
JZBJG22_E2	Jordan et al. (2022), Experiment 2	two-way ANOVA
KSBN24_S3	Koetke et al. (2024), Study 3	two-way ANOVA, multiple testing
KSBN24_S4	Koetke et al. (2024), Study 4	two-way ANOVA, mediation
KSBN24_S5L	Koetke et al. (2024), Study 5 (long)	repeated measures, MANOVA
KSBN24_S5	Koetke et al. (2024), Study 5	one-way ANOVA, mediation
L22_E4	Liu (2022), Experiment 4	two-way mixed ANOVA, mediation
LBJ17_S1A	Lages, Boyle and Jenkins (2017) Study 1A	three-way mixed design
LC19_S1	Lee and Choi (2019), Study 1	ANCOVA
LC19_S2	Lee and Choi (2019), Study 2	ANCOVA, mediation
LC19_T2	Lee and Choi (2019), Table 2	chi-square test
LJLSFBM20	Labonté-LeMoyne et al. (2020)	repeated measures, three-way ANOVA, linear mixed model
LKUK24_S3	Lin et al. (2024), Study 3	three-way ANOVA, two-way ANOVA
LKUK24_S4	Lin et al. (2024), Study 4	three-way ANOVA, moderated mediation
LRMM23_S1	Liu et al. (2023) Study 1	two-way ANOVA
LRMM23_S3	Liu et al. (2023), Study 3	paired t-test
LRMM23_S5b	Liu et al. (2013), Study 5b	t-test, mediation
LWSH23_S3	Leckfor et al (2023), Study 3	moderation, ANCOVA
MANY18_S18	ManyLab2 replication of Risen and Gilovich (2008)	effect size, two-way ANOVA, random effect
MP14_S1	Maglio and Polman (2014), Study 2	two-way ANOVA
MULTI21_D1	Elliot et al. (2021), dataset 1	chi-square test, hierarchical
MULTI21_D2	Elliot et al. (2021), dataset 2	linear mixed model, ANOVA
MV23_S1	Moon and vanEpps (2023), Study 1	chi-square test, t-test
MV23_S4	Moon and vanEpps (2023), Study 4	logistic regression
MV23_SH	Moon and vanEpps (2023), Supplementary study H	Wilcoxon test, chi-square test
PCSCFL24_S1	Poirier et al. (2024), Study 1	repeated measures, one-way ANOVA, linear mixed model
PCSCFL24_S2	Poirier et al. (2024), Study 2	two-way ANOVA, ANCOVA
PCSCFL24_S2	Poirier et al. (2024), Study 2	chi-square test
RH19_S1	Roczniewska and Higgins (2019), Study 1	mediation
RJ74	Rosen and Jerdee (1974)	chi-square test
RT22_S2	de la Rosa and Tully (2022), Study 2	t-test, mediation
RT22_S4	de la Rosa and Tully (2022), Study 4	two-way ANOVA, moderated mediation
RT22_S5	de la Rosa and Tully (2022), Study 5	serial mediation
SE24_S2B	Sharma and Estes (2024), Study 2B	two-way ANOVA, two-way ANOVA, mediation
SE24_S3	Sharma and Estes (2024), Study 3	paired t-test, moderation, mediation, mixed ANOVA
SKD23_S2A	Sokolova el al. (2023), Study 2A	one-way ANOVA, contrasts
SSVB21_S2	van Stekelenburg et al. (2021), Study 2	ANCOVA
SSVB21_S3	van Stekelenburg et al. (2021), Study 3	ANCOVA
STC21_SS5	Sharma, Tully, and Cryder (2021), supplementary study 5	two-way ANOVA