ROADMAP of SPSS ANALYSIS for UNDERGRADUATE RESEARCH

• Main Authors: Yarina Ahmad (Author), Jasmine Ahmad (Author), Nor Suziwana Tahir (Author), Mahadir Ladisma@Awis (Author), Siti Nur Fathanah Abd. Hamid (Author)
• Format: Book
• Language: English
• Published: Shah Alam, Selangor Penerbit Universiti Teknologi Mara 2018
• Subjects: SPSS (Computer file); Statistics > Data processing; Statistics > Computer programs; Government publications > Malaysia
• Online Access: Click Here to View Status and Holdings.
• Physical Description: xii, 61 pages illustrations 23 cm
• Bibliography: Includes bibliographical references
• ISBN: 9789673635153

"ROADMAP of SPSS ANALYSIS for UNDERGRADUATE RESEARCH" provides a quick reference for students to have an overall view of SPSS analysis to be carried out in their research. This roadmap covers: (1) Data entry and data cleaning (dealing with missing values, data transformation, computes the data); (2) Goodness of measures (construct validity by using Exploratory Factor Analysis (EFA) and reliability test); (3) Testing parametric assumptions (normality, linearity, homogeneity of variance, outliers); and (4) Parametric (correlation, T-test, ANOVA, Multiple regression) vs. non-parametric analysis (crosstabs, Kendall's Tau and Spearman's Rank). This roadmap assists students to conduct the SPSS analysis accurately and further produce a sound empirical research at the undergraduate levels.