Open Educational Resources | Pao Yue-kong Library, The Hong Kong Polytechnic University

Video

SPSS for Beginners

This series assumes that you are brand new to SPSS. You will create a data set that you will use for all the following videos. When you finish all 8 videos, you will be comfortable in SPSS and ready to apply your skills in your statistics course.

Subjects:: Statistics and Research Methods
Keywords:: SPSS (Computer file) Statistics Statistics -- Data processing
Resource Type:: Video

Video

Simple Linear Regression

An introduction and examples of how to use Correlation and Simple Linear Regression. Explaining concepts as coefficient of correlation, dependent variables, independent variables and the straight line equation and residuals.

Course related:: HTM3205 Analysing and Interpreting Research
Subjects:: Statistics and Research Methods
Keywords:: Quantitative research Statistics
Resource Type:: Video

Video

Poli Sci 3N06 - Chi Square Test & SPSS

An introduction to the Chi Square Test with a demonstration in SPSS.

Course related:: HTM3205 Analysing and Interpreting Research
Subjects:: Statistics and Research Methods
Keywords:: SPSS (Computer file) Research -- Methodology Social sciences -- Statistical methods Statistics
Resource Type:: Video

Video

Chi-Square Tests

5 tips on Chi-Square Tests

Course related:: HTM3205 Analysing and Interpreting Research
Subjects:: Statistics and Research Methods
Keywords:: Research -- Methodology Social sciences -- Statistical methods Statistics
Resource Type:: Video

Video

Z Table use

Using of Z table

Course related:: HTM3205 Analysing and Interpreting Research
Subjects:: Statistics and Research Methods
Keywords:: Mathematical statistics Statistics
Resource Type:: Video

Courseware

Statistics 250 - Introduction to Statistics and Data Analysis

Statistics is the science that turns data into information and information into knowledge. This class covers applied statistical methodology from an analysis-of-data viewpoint. Topics covered include frequency distributions; measures of location; mean, median, mode; measures of dispersion; variance; graphic presentation; elementary probability; populations and samples; sampling distributions; one sample univariate inference problems, and two sample problems; categorical data; regression and correlation; and analysis of variance. Use of computers in data analysis is also explored.

Subjects:: Mathematics and Statistics
Keywords:: Statistics
Resource Type:: Courseware

Courseware

Statistics for Brain and Cognitive Science

Provides students with the basic tools for analyzing experimental data, properly interpreting statistical reports in the literature, and reasoning under uncertain situations. Topics organized around three key theories: Probability, statistical, and the linear model. Probability theory covers axioms of probability, discrete and continuous probability models, law of large numbers, and the Central Limit Theorem. Statistical theory covers estimation, likelihood theory, Bayesian methods, bootstrap and other Monte Carlo methods, as well as hypothesis testing, confidence intervals, elementary design of experiments principles and goodness-of-fit. The linear model theory covers the simple regression model and the analysis of variance. Places equal emphasis on theory, data analyses, and simulation studies.

Subjects:: Mathematics and Statistics and Biology
Keywords:: Statistics Cognitive science
Resource Type:: Courseware

e-journal

OMICS International (Mathematics)

OMICS International is an interactive open access journal for the communication of all scientific and medical research.

Subjects:: Mathematics and Statistics
Keywords:: Statistics Mathematics
Resource Type:: e-journal

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SPSS for Beginners

Simple Linear Regression

Poli Sci 3N06 - Chi Square Test & SPSS

Chi-Square Tests

Z Table use

Statistics 250 - Introduction to Statistics and Data Analysis

Statistics for Brain and Cognitive Science

OMICS International (Mathematics)

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