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Statistics -- Computer programs
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Video
In this introduction to using SPSS I will show you around the SPSS workspace. If you are familiar with Microsoft Excel, you will notice some similarities with Excel. You will learn how to open a new dataset in SPSS, create new variables, enter data, and save the dataset. These will be important skills for every SPSS session you do. These skills are foundational to using the IBM SPSS Statistics software. This video teaches the following commands and techniques: Open SPSS SPSS Data view SPSS Variable view Variable types in SPSS
- Keywords:
- Statistics -- Computer programs SPSS (Computer file)
- Resource Type:
- Video
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Video
This video provides an introduction to SPSS/PASW. It shows how to navigate between Data View and Variable View, and shows how to modify properties of variables.
- Course related:
- ENGL518 Research Design and Methods
- Keywords:
- Statistics -- Computer programs SPSS (Computer file) Social sciences -- Statistical methods -- Computer programs
- Resource Type:
- Video
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Video
Explore statistical analysis with SPSS. Topics covered include how to create and analyze charts, build reports, import spreadsheets, create regression models, and export presentation graphics.
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e-book
Learning Statistics with R covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software. The book discusses how to get started in R as well as giving an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book.
- Subjects:
- Psychology and Mathematics and Statistics
- Keywords:
- Statistics Social sciences -- Statistical methods Textbooks Statistics -- Computer programs R (Computer program language)
- Resource Type:
- e-book
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e-book
Think Stats is an introduction to Probability and Statistics for Python programmers. Think Stats emphasizes simple techniques you can use to explore real data sets and answer interesting questions. The book presents a case study using data from the National Institutes of Health. Readers are encouraged to work on a project with real datasets. If you have basic skills in Python, you can use them to learn concepts in probability and statistics. Think Stats is based on a Python library for probability distributions (PMFs and CDFs). Many of the exercises use short programs to run experiments and help readers develop understanding.
- Subjects:
- Computing and Mathematics and Statistics
- Keywords:
- Textbooks Statistics -- Computer programs
- Resource Type:
- e-book