This book presents how to apply statistic procedures that includes non-parametric and parametric statistics. It also discusses how to use them in real researches as well as in scientific paper. To make easier the readers, the calculation will be assisted by the IBM SPSS, Eviews and Stata. The procedures that will be discussed include: • Descriptive Statistics • Mc Nemar Test • Sign Test • Wilcoxon Ranked Test • Chi Square • Media Test • Mann Whitney Test • Kolmogorov – Smirnov Test • Cochran Test • Friedman Test • Kruskall – Wallis Test • Spearman Rank Correlation • Kendal Correlation • Paired t Test • Independent t Test • Analysis of Variance (One Way ANOVA) • Analysis of Variance (ANOVA Factorial / Two Way ANOVA) • Pearson Product Moment Correlation • Linear Regression using the panel data Robust Regression The samples used in the book are taken from a business area; so that we can easily apply them in our daily activities in relation to our jobs

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