Statements (57)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:appliesTo |
Population Parameters
Sample Data |
| gptkbp:field |
Statistics
|
| gptkbp:goal |
Generalization from sample to population
|
| gptkbp:hasApplication |
gptkb:Machine_Learning
gptkb:science Economics Engineering Social Sciences Medicine Business Analytics |
| gptkbp:hasConcept |
gptkb:Alternative_Hypothesis
gptkb:Null_Hypothesis Variance p-value Efficiency Consistency Bias Confidence Level Credible Interval Decision Rule Estimator Likelihood Function Parameter Space Posterior Distribution Power of a Test Prior Distribution Random Variable Sample Space Sampling Distribution Significance Level Sufficiency Test Statistic Type I Error Type II Error |
| gptkbp:hasMethod |
gptkb:Bootstrap
gptkb:t-test gptkb:Chi-squared_test gptkb:Method_of_Moments gptkb:Permutation_Test ANOVA Maximum Likelihood Estimation Bayesian Estimation Likelihood Ratio Test |
| https://www.w3.org/2000/01/rdf-schema#label |
Statistical Inference
|
| gptkbp:includes |
Estimation
Hypothesis Testing Bayesian Inference Confidence Intervals Frequentist Inference |
| gptkbp:relatedTo |
Data Analysis
Probability Theory |
| gptkbp:usedFor |
Drawing conclusions from data
|
| gptkbp:bfsParent |
gptkb:Faculty_of_Statistics
gptkb:Data_Science_Specialization_by_Johns_Hopkins_University |
| gptkbp:bfsLayer |
6
|