Linear Regression

GPTKB entity

Statements (63)
Predicate Object
gptkbp:instance_of gptkb:Database_Management_System
gptkbp:allows Linearity Assumption
gptkbp:analyzes Line Graphs
Scatter Plots
gptkbp:applies_to gptkb:healthcare_organization
gptkb:Company
gptkb:Telecommunications_company
Social Sciences
gptkbp:can_be Simple or Multiple
gptkbp:can_be_extended_by Polynomial Regression
gptkbp:has_achievements Sales Performance
gptkbp:has_impact_on Linear relationship between variables
https://www.w3.org/2000/01/rdf-schema#label Linear Regression
gptkbp:input_output Regression Coefficients
gptkbp:is_affected_by Multicollinearity
gptkbp:is_analyzed_in Consumer Behavior
Trends
Impact of Variables
Relationships between Variables
gptkbp:is_enhanced_by Feature Engineering
gptkbp:is_evaluated_by Cross-Validation
Mean Absolute Error
F-statistic
R-squared
Adjusted R-squared
gptkbp:is_fundamental_to gptkb:Company
gptkbp:is_implemented_in gptkb:R_Programming_Language
Statistical Software
Gradient Descent
Python Libraries
Statistical Software Packages
gptkbp:is_often_associated_with Other Algorithms
gptkbp:is_often_compared_to gptkb:Logistic_Regression
gptkbp:is_often_used_in gptkb:physicist
gptkb:software
gptkb:organization
Finance
Academic Research
Customer Segmentation
Data Sets
Insurance Industry
Real Estate Valuation
gptkbp:is_optimized_for Sum of Squared Errors
gptkbp:is_part_of Regression Analysis
Supervised Learning
gptkbp:is_related_to Ordinary Least Squares
gptkbp:is_said_to_have Normally distributed errors
gptkbp:is_tested_for Hypothesis Testing
gptkbp:is_used_by Future Values
gptkbp:is_used_for Time Series Analysis
Predictive Modeling
gptkbp:is_used_in gptkb:sports_team
Econometrics
Environmental Studies
gptkbp:is_utilized_in Marketing Analytics
gptkbp:related_model Economic Indicators
gptkbp:requires Independent and Dependent Variables
gptkbp:sensor gptkb:Outliers
gptkbp:training Statistics Courses
gptkbp:used_in gptkb:software_framework
gptkbp:bfsParent gptkb:AT&_T_Bell_Laboratories
gptkb:Scikit-learn
gptkbp:bfsLayer 4