The standard software for statistical analysis "IBM SPSS Statistics" allows you to perform various statistical processes using just menu operations!
The biggest feature of IBM SPSS Statistics is that advanced statistical analysis, graph creation, and data manipulation can all be performed simply by operating the menu. Anyone can easily conduct analysis without having to write any programs. SPSS Statistics provides a data view similar to spreadsheet software and a variable view for setting each variable. It also offers numerous data preparation and data manipulation functions necessary for data analysis. It covers not only commonly used statistical analysis methods in research fields but also statistical methods used in areas such as medical statistics. Advanced statistical analysis methods can be explored simply by clicking through the menu. SPSS Statistics is used by over 300,000 users worldwide, including in Japan. It is software that is widely utilized in numerous papers and academic research. In addition to the high reliability of analysis results, there is a supportive environment for beginners, including related books and comprehensive training courses.
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basic information
Data aggregation, processing, and descriptive statistics - Basic statistics / frequency distribution table / exploratory statistics / aggregation of multiple responses (frequency distribution table / cross-tabulation) Bivariate analysis - Correlation analysis / partial correlation analysis / cross-tabulation and chi-squared test Analysis functions - Data decomposition - Factor analysis / principal component analysis - Between-group comparison (comparison of groups) No pairing: t-test for independent groups / one-way ANOVA / Mann-Whitney U test / Kruskal-Wallis test Paired: paired t-test / repeated measures (requires option) / Friedman test (requires option) and others - Regression analysis - Linear regression (simple regression analysis / multiple regression analysis) / curve estimation - Logistic regression analysis (requires option) / ridge regression / lasso regression / elastic net regression and others - Classification (clustering methods) TwoStep cluster analysis / hierarchical cluster analysis / cluster analysis of large files (K-means) - Various tests Normality test / Cronbach's alpha / t-test / one-way ANOVA / various non-parametric tests / chi-squared test / Fisher's exact probability test (2×2) - Graphing, output, and reporting functions - Histogram / bar chart / pie chart / box plot / scatter plot / mapping functions, etc.
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Applications/Examples of results
One of the features is the achievements in many academic fields, including psychology, education, society, nursing, and management/marketing, both in Japan and worldwide. There are also numerous publications of papers.
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Company information
Smart Analytics Co., Ltd. is a company that closely supports customers as an IBM Platinum Partner, providing suitable analytical proposals. We offer software for data analysis and utilization tailored to customers' objectives, including SPSS products, statistical analysis software, artificial intelligence, data mining, and text mining. Additionally, we also provide training courses for data utilization, contracted data analysis, and advisory services.
