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R
Data file for case studies
File Description
File
Social Data
Social Data
Data type & Series
Basics of R
Basics indirect in R
Descriptive
frequency distribution of Age_Sex
BOX Plot
Box plot
Outlier
outlier_1
outlier_2
outlier_3
Normality checking
Normality checking_1
Normality checking
Transformation
Transformation
Homogeneity
Levene's test
Levene's test_2
Graphics
bar
graph-1
line_chart
social_data
Scatter diagram, Correlation
Scatter diagram
,
Correlation-1
correlation for three var
correlation for more than three var
Correlation -6
Agriculture Survey Data
Agriculture Survey Data
Farmers Survey Data
Farmers Survey Data_1(DD)
Survey Plot
Pareto chart
Pareto chart -1
Pareto chart -2
Adjusted R Square
Multiple Regression_1
Spearman Rank
Rank_Correlation
Rank Correlation-6
Kendall’s Tau
partial correlation
Simple Regression
Simple Regression
Multiple Regression
Multiple Regression
Multiple Regression_1
Multiple Regression_2
stepwise regression
Multiple Regresion-6
Logistic Regression
2 outcome (Binomial)
Logistic Regression
N outcome (Multinomial)
Logistic Regression
Ordinal outcome
Student t test
one sample
one sample -2
Willcoxon Rank (One sample)
Wilcoxon Rank (one sample t test)
Independent t test
Independent t test_SP1
Independent t test_jump-2
Independent t test marks-1
Independent t test
Independent t -test_6
Welch's Test
Welch's Test
Mann Whitney U
Mann Whitney U
paired t test
Paired t test-2
Paired t test-1
Wilcoxon Rank (Paired t test)
Wilcoxon Rank (Paired t test)
ANOVA
One_Way_ANOVA-1
One_Way_ANOVA-2
One-way ANOVA 6
Welch's ANOVA
Welch's ANOVA
Kruskal Wallis
One_way (Kruskal Wallis)
Two way ANOVA
Two_way_ANOVA-2
two_way_ANOVA
Two-way ANOVA 6
Friedman Test
Friedman_Test_1
Friedman Test-2
Repeated measures ANOVA
ANCOVA
One sample proportion test
2 outcomes Binomial Test
One sample proportion test
N outcomes chi square Goodness of fit
Chi-square (Test for Association)
(Independent samples)
Chi sqaure for Corona
Chi square test for Pizza
Fisher’s Exact test
z-tests for two proportions
McNemar test (Paired sample)
McNamer
McNamer-2
PCA cricket
Indian Premier League Official Website -2024 (iplt20.com)
PCA cricket
PCA bus
https://doi.org/10.1016/j.dss.2012.10.016
PCA bus
PCA Treatment
PCA-Treatment
PCA
PCA -11
PCA -22
PCA -112
PCA_Fitness
PCA_Student
Cronbach's alpha
Cronbach's alpha-1
Cronbach's alpha-2
Normality & Homogeneity Testing
Normality & Homogeneity Testing
CRD
CRD_Sample
CRD_1(DD)
CRD_3(DD)
CRD_4(DD)
RBD
RBD_Sample
RBD_1(DD)
RBD_3(DD)
RBD_4(DD)
LSD
LSD_1(DD)
LSD_3(DD)
LSD_4(DD)
Factorial Experiment
Factorial Experiment Sample
Factorial Experiment_2(DD) (1)
Factorial Experiemnt_3(DD)
Factorial Experiment_4(DD)
Split Plot Design
SPLIT_PLOT(DD) (1)
SPLIT_PLOT_1(DD)
SPLIT_PLOT_2(DD)
Strip Plot Design
STRIP_PLOT_1(DD)
STRIP_PLOT_2(DD)
STRIP_PLOT_4(DD)