| SPSS Data file for case studies |
| File Description | File |
|---|---|
| Sample Data | Sample Data Schedule |
| Basics of SPSS | frequency distribution of Age_Sex |
| Descriptive | Plot |
| BOX Plot | BOX Plot |
| Outlier | Outlier |
| Normality checking | Normality checking |
| Transformation | Normality checking |
| Scatter diagram, Correlation | Scatter diagram, Correlation worng correlation |
| Company Survey Data | Survey Data Assignment |
| Survey Plot | Survey Plot |
| Sports Survey Data | Sports Survey Data |
| Pareto chart | Pareto chart -1 Pareto chart -2 Pareto 4 pareto_SP |
| Adjusted R Square | Correlation , Adjusted R square Adjusted R square-2 |
| Spearman Rank | Rank_Correlation_1, Rank_Correlation_2 |
| Kendall’s Tau | Kendall’s Tau |
| partial correlation | partial correlation |
| Simple Regression | Simple Regression |
| Multiple Regression | Multiple Regression Reression & Correlation_SP |
| Logistic Regression 2 outcome (Binomial) |
Logistic Regression-1 |
| Logistic Regression N outcome (Multinomial) |
Logistic Regression-2 |
| Logistic Regression Ordinal outcome |
Logistic Regression-3 |
| Student t test | Student t test |
| WILCOXON RANK(one-sample) | WILCOXON RANK(one-sample) |
| Independent t test | Independent t test Independent t test_SP1 Independent t test_SP2 |
| Welch’s t-test (Independent t test) | Welch’s t-test |
| Mann-Whitney U Test (for independent samples) Non Parametric Test |
Mann-Whitney U Test |
| paired t test | paired t test paired_SP |
| WILCOXON SIGNED-RANKS TEST | WILCOXON RANK (Paired t test) |
| One way ANOVA | One_Way_ANOVA-1, One_Way_ANOVA-2 One_Way_ANOVA_SP |
| One way ANOVA Kruskal-Wallis | |
| Two way ANOVA | two_Way_ANOVA, two_Way_ANOVA-2 two_Way_ANOVA_SP |
| Friedman Test | Friedman Test |
| Repeated measures one way ANOVA | Repeated measures one way ANOVA |
| Repeated measures two way ANOVA | Repeated measures two way ANOVA |
| ANCOVA | ANCOVA |
| One sample proportion test 2 outcomes (Binomial Test ) |
One sample proportion test |
| One sample proportion test N outcomes (Chi-Square Goodness of fit ) |
|
| Chi-square Goodness of fit | Chi-square Goodness of fit |
| Chi-square (Test for Association) (Independent samples) |
Chi square test for Pizza Chi_square_test for sports Chi sqaure for Corona |
| Fisher’s Exact test | Fisher’s Exact test |
| McNemar test (Paired sample) | McNamer-1 McNamer-2 |
| Response Surface | |
| ARIMA | |
| Cluster Analysis | |
| Discriminent Analysis | |
| PCA | |
| Path Analysis | |
| Structural Equation Modeling (SEM) | |
| Reliability Analysis (Cronbanch alpha) | |
| ROC Curve | |
| Decesion Tree | |
| DMRT | DMRT |
| Dummy Variable | |
| Completely Randomization Design (C.R.D.) | CRD_Sample CRD_1(DD) CRD_3(DD) CRD_4(DD) |
| Randomized Block Design (R.B.D) | RBD_Sample RBD_1(DD) RBD_3(DD) RBD_4(DD) |
| Latin Square Design (L.S.D.) | LSD_1(DD) LSD_3(DD) LSD_4(DD) |
| Factorial Experiment | Factorial Experiment_3(DD) Factorial Experiment_2(DD) Factorial Experiment_4(DD) |
| SPLIT_PLOT | SPLIT_PLOT_1(DD) SPLIT_PLOT_2(DD) SPLIT_PLOT_(DD) |
| STRIP PLOT | STRIP_PLOT_1(DD) STRIP_PLOT_2(DD) STRIP_PLOT_4(DD) |