Linear Regression
A statistical method that models the relationship between a dependent variable and one or more independent variables by fitting a linear equation to observed data.
107 topics found for
“predictive analytics”
Multiple Regression
A statistical technique that uses several explanatory variables to predict the outcome of a response variable, extending simple linear regression to include multiple input variables.
Predictive Design
A design approach that uses data, algorithms, and predictive analytics to anticipate user needs and behaviors, creating more personalized and effective experiences.
Predictive Analytics
The use of statistical techniques and algorithms to analyze historical data and make predictions about future outcomes.
Anticipatory Design
A design approach that predicts user needs and actions to deliver proactive and personalized experiences.
Logistic Regression
A statistical method used to predict a binary outcome based on prior observations, modeling the probability of an event as a function of independent variables.
Pattern Recognition
The ability to identify and interpret patterns in data, often used in machine learning and cognitive psychology.
Collaborative Filtering
A recommendation system technique that makes predictions about user interests based on preferences from many users.
Empirical Rule
Also known as the 68-95-99.7 Rule, it states that for a normal distribution, nearly all data will fall within three standard deviations of the mean.