Statistical Data Analysis Quiz

What is the main objective of statistical data analysis?

• To ignore patterns and trends

• To complicate decision-making

• To summarize data

• To confuse the audience

Which of the following is an example of traditional statistical method?

• Machine learning algorithms

• Spatial clustering

• Regression analysis

• Remote sensing

What is the primary focus of spatial statistics?

• Analyzing data with explicit spatial or geographic relationships

• Analyzing data with implicit spatial or geographic relationships

• Analyzing data with random spatial or geographic relationships

• Analyzing data with no spatial or geographic relationships

Which software is commonly used for statistical analysis in social science research?

• Excel

• SAS

• Tableau

• Microsoft Power BI

What is the responsibility of a statistical analyst?

• Hiding data

• Avoiding presenting data

• Generating data reports and comprehensible data visualizations

• Ignoring data analysis strategies

What does spatial regression consider when modeling relationships between variables?

• Categorical dependencies

• Spatial dependencies

• Temporal dependencies

• Numerical dependencies

Which statistical method is used to determine whether there is a significant association between two categorical variables?

• Descriptive statistics

• Inferential statistics

• Hypothesis testing

• Analysis of Variance (ANOVA)

What does geostatistics combine with spatial data to analyze and model spatial variability?

• Temporal data

• Statistical methods

• Machine learning algorithms

• Categorical data

Which technique is used in the analysis of remotely sensed data, such as satellite imagery?

• Spatial regression

• Geostatistics

• Remote sensing and spatial data visualization

• Point pattern analysis

Which software is a data visualization tool that allows users to create interactive and shareable dashboards?

• SPSS

• SAS

• Tableau

• Excel