Data analysis in management with SPSS software

SPSS (Computer file)

Data Management -- Descriptive Analysis -- Chi-Square Test and Its Application -- Correlation Matrix and Partial Correlation: Explaining Relationships -- Regression Analysis and Multiple Correlations: For Estimating a Measurable Phenomenon -- Hypothesis Testing for Decision-Making -- One-Way ANOVA: Comparing Means of More than Two Samples -- Two-Way Analysis of Variance: Examining Influence of Two Factors on Criterion Variable -- Analysis of Covariance: Increasing Precision in Comparison by Controlling Covariate -- Cluster Analysis: For Segmenting the Population -- Application of Factor Analysis: To Study the Factor Structure Among Variables -- Application of Discriminant Analysis: For Developing a Classification Model -- Logistic Regression: Developing a Model for Risk Analysis -- Multidimensional Scaling for Product Positioning.

SPSS for applied sciences : basic statistical testing

SPSS (Computer file)

Pre-test considerations -- Introduction; What this book does; The organisation of content; Data sets and additional information; How to use this book -- Descriptive and inferential statistics introduced; Descriptive statistics; Inferential statistics -- Parametric and non-parametric tests; Different types of data; Parametric versus non-parametric data -- Using SPSS; Data entry in spreadsheet formats; Data entry with SPSS -- Practical research; Data analysis in context; Notes on research design; A suggestion for data analysis structure; Selecting cases; Other data manipulation techniques.

Using the Statistical Tests -- Experiments and quasi-experiments; The analysis of differences; Unrelated and related design; Two or more conditions; Data type; Research design terminology; Different subjects, two conditions; Different subjects, more than two conditions; Same subjects, two conditions; Same subjects, more than two conditions; Factorial ANOVA; Reading factorial ANOVA charts; Multiple comparisons -- Frequency of observations; Dichotomies: the binomial test; Repeated dichotomies: the McNemar test; More than two conditions: Chi-square goodness of fit test; Customising expected values: Chi-square goodness of fit; Relationships between variables: Chi-square test of association -- The time until events; Statistical assumptions; The Kaplan-Meier survival function; The life table -- Correlations, regression and factor analysis; Correlation; Regression; Partial correlation: 'partialling out'; The multiple correlation matrix; Factor analysis: a data reduction methodology.

Exercises; Questions; Answers -- Reporting in applied settings; Raw data or central tendency?; Charts; Written reporting; Verbal reporting -- Advanced statistical techniques: a taster; MANOVA; Cluster analysis; Logistic regression; Cox's regression (aka the Cox model); Some thoughts on ANCOVA.

SPSS explained

SPSS (Computer file)

Introduction -- The Book Outline -- The Chapter Outline -- Data Entry -- Things To Think About Before Entering Data -- Using Spss For The First Time -- Data Editor -- Sending Variables Across To A Different Box -- Performing Calculations On Your Data -- Recoding Data -- Replacing Missing Values -- Split File Command -- Weight Cases Command -- Importing Data From Excel -- Descriptive Statistics -- Introduction To Descriptive Statistics -- Data Entry -- Frequencies Command -- Descriptives Command -- Explore Command -- Crosstabs Command -- Custom Tables Command -- Illustrative Statistics -- Introduction To Illustrative Statistics -- Generating Graphs With Chart Builder -- Histograms -- Boxplots -- Bar Charts -- Clustered and Stacked Bar Charts -- Error Bar Charts -- Line Graphs -- Pie Charts -- Generating Graphs With Legacy Dialogs -- Editing Graphs -- Editing Axes.

Introduction To Statistical Testing -- Different Statistical Tests -- Introduction To Parametric Tests -- The Logic Of Significance Testing -- Power -- Confidence Intervals -- Things To Consider Before Analysing Your Data -- Plotting The Normal Curve -- Testing For Normality -- Comparing More Than One Sample: The Assumption Of Homogeneity Of Variance -- Violations Of The Assumptions -- Bootstrapping -- Advice On Significance Testing -- t Tests -- Independent Samples t Test -- The Paired Samples t Test -- Introduction To Analysis Of Variance (General Linear Model) -- Introduction -- General Linear Model Command -- A Model For Analysing Data -- The General Linear Model -- Key Terms In The Analysis Of Variance -- Univariate Analysis Of Variance -- Multivariate Analysis Of Variance -- Repeated Measures Analysis Of Variance -- Contrasts and Multiple Pairwise Comparisons -- Main Effects -- Comparing Condition Means -- One Factor Analysis Of Variance -- One Factor Independent Analysis Of Variance -- One Factor Repeated Measures Analysis Of Variance.

Linear Correlation And Regression -- Introduction To The Pearson Correlation -- Introduction To The Spearman Correlation -- Introduction To The Kendall TAU-B Correlation -- Introduction To Scatterplots -- Partial Correlation -- Linear Regression -- Logistic Regression -- Multiple Regression And Multiple Correlation -- Introduction To Multiple Regression -- Multiple Regression: Enter Method -- Multiple Regression: Stepwise Method -- Introduction To Factor Analysis -- Exploratory Factor Analysis -- Using Spss To Analyse Questionnaires: Reliability -- Reliability Analysis: Cronbach's Alpha.

Statistical methods for practice and research : a guide to data analysis using SPSS

SPSS (Computer file)

SPSS for introductory statistics : use and interpretation

SPSS for Windows.

SPSS (Computer file)

Applied statistics with SPSS

SPSS (Computer file)

Adventures in criminal justice research : data analysis using SPSS 15.0 and 16.0 for Windows.

SPSS (Computer file)

Sage research methods online.

SPSS for dummies

--For dummies

SPSS (Computer file)

SPSS for Windows.

--For dummies.