Chi Square Tests
Statistical Comparisons
Analyzing Business Data with Statistical Techniques
Statistical Inference
Key Statistical Methods
Statistical Techniques
Data Distribution
Key Statistical Concepts
Techniques for Conducting Statistical Analysis 
Variance: The average of the
squared differences from the mean
...Common
tests include: t-test: Used to compare the means of two groups
...Chi-square test: Used to assess the association between categorical variables
...
Statistical Comparisons 
Chi-
Square Test A test that assesses the association between categorical variables
...Human Resources Human resources departments can use chi-square
tests to analyze employee satisfaction surveys and determine if there are significant differences in satisfaction across various departments
...
Analyzing Business Data with Statistical Techniques 
methods include: Hypothesis Testing Regression Analysis ANOVA (Analysis of Variance)
Chi-
Square Tests 2
...
Statistical Inference 
Common Statistical
Tests Various statistical tests are employed depending on the type of data and the hypothesis being tested
...Continuous
Chi-
square test Test relationships between categorical variables
...
Key Statistical Methods 
Key techniques include: Hypothesis Testing: This method
tests assumptions (hypotheses) about a population parameter
...Common tests include t-tests and
chi-
square tests
...
Statistical Techniques 
Hypothesis Testing Confidence Intervals Regression Analysis ANOVA (Analysis of Variance)
Chi-
Square Tests Time Series Analysis Correlation Analysis Applications of Statistical Techniques in Business Statistical techniques are widely used across various
...
Data Distribution 
Standard Deviation The
square root of the variance, indicating the average distance from the mean
...For example, normal distribution allows for the application of parametric
tests ...
Key Statistical Concepts 
Σ(x - mean)² / n Standard Deviation The
square root of variance, indicating the dispersion of data
...Common
Tests in Inferential Statistics Test Description Use Case t-Test Compares the means of two groups
...Chi-Square Test Tests the association between categorical variables
...
Comparison 
Statistical
Tests Statistical tests are used to determine if there are significant differences between groups or datasets
...ANOVA Compare means among three or more groups Quantitative
Chi-
Square Test Assess relationships between categorical variables Qualitative 2
...
Understanding Data Distribution Patterns 
Eine Geschäftsidee ohne Eigenkaptial 
Wenn ohne Eigenkapital eine Geschäftsidee gestartet wird, ist die Planung besonders wichtig. Unter Eigenkapital zum Selbstständig machen versteht man die finanziellen Mittel zur Gründung eines Unternehmens. Wie macht man sich selbstständig ohne den Einsatz von Eigenkapital? Der Schritt in die Selbstständigkeit sollte gut überlegt sein ...