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)