Quantitative analysis and IBMΠSPSSΠstatistics : a guide for business and finance /: a guide for business and finance. (2016)

• Record Type: Book
• Further Information: Note: Abdulkader Aljandali.
• Authors: Aljandali, Abdulkader
• Contents: 1 Getting Started with SPSS1.1 Creation of an SPSS data file 1.1.1 The SPSS Data Editor 1.1.2 Entering the data 1.1.3 Saving the data file 1.2 Descriptive statistics 1.2.1 Some commonly used statistics 1.2.2 Levels of measurement 1.2.3 Descriptive statistics in SPSS 1.2.4 A discussion of results 1.3 Creation of a chart 1.4 Basic editing of a chart and saving it in a file2 Graphics and Introductory Statistical Analysis of Data2.1 The boxplot 2.2 The histogram 2.3 The spread-level plot 2.4 Bar charts 2.5 Pie charts 2.6 Pareto charts 2.7 The drop-line chart 2.8 Line charts 2.9 Applying paneling to graphs 2.10 Data exploration via the EXPLORE routine3 Frequencies and Crosstabulations3.1 Univariate frequencies 3.2 Crosstabulation of two variables3.3 Customising tables4 Coding, Missing Values, Conditional and Arithmetic Operations4.1 Coding of data 4.2 Arithmetic operations 4.3 Conditional transforms4.4 The Autorecode facility 5 Hypothesis Tests Concerning Means5.1 A review of hypothesis testing 5.2 The paired t test5.3 The two sample t test5.4 The one-way analysis of variance6 Nonparametric Hypothesis Tests6.1 The sign test 6.2 The Mann Whitney test 6.3 The Kruskal Wallis one way ANOVA 7 Bivariate Correlation and Regression7.1 Bivariate correlation 7.2 Linear least squares regression for bivariate data 7.3 Bivariate correlation and regression in SPSS 8 Multivariate Regression8.1 The assumptions underlying regression 8.2 Selecting the regression equation 8.3 Multivariate regression in SPSS 8.4 The Cochrane-Orcutt procedure for tackling autocorrelation 9 Logistic Regression9.1 Binary Logistic Regression 9.2 The logistic model in SPSS 9.3 A financial application of the logistic model 9.4 Multinomial Logistic Regression.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (190 pages), illustrations
• Subjects: 658.401; Statistics; Business enterprises -- Finance; Big data; Economics, Mathematical; Statistics for Business/Economics/Mathematical Finance/Insurance; Statistical Theory and Methods; Big Data/Analytics; Business Finance; Quantitative Finance; Business Finance; Finance; Statistics; Big data; Business enterprises -- Finance; Economics, Mathematical; Statistics; Mathematics -- Probability & Statistics -- General; Business & Economics -- Industries -- Computer Industry; Business & Economics -- Corporate Finance; Mathematics -- Applied; Probability & statistics; Business mathematics & systems; Corporate finance; Finance & accounting; Mathematical statistics; Finance; Business & Economics -- Statistics
• Languages: English
• ISBNs: 3319455281; 9783319455280
• Related ISBNs: 3319455273
• Notes: Note: Includes bibliographical references and index.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.