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This book covers the analysis procedures of Measures of Central tendency, Dispersion, Skewness and Kurtosis, Graphical Representation Of Data, Fitting of Binomial distribution, Small Sample tests, Chi-Square test, Multiple Linear Regression, Correlation & Partial Correlation, Transformation of Data, Completely Randomized Design, RBD & LSD, 2 square - Factorial Experiment, 2 cube-Factorial Experiment, Mixed, Split-Plot, Strip-Plot Designs, ANCOVA, Fitting of Non-Linear Models by using SPSS(Statistical Package for Social Sciences). And also it is very useful for M.Sc. & Ph.D. Agricultural and Horticultural students and faculty to do analysis in SPSS for their research data.