assumption-check

There are 0 repository under assumption-check topic.

dscolby / CausalELM.jl
Taking causal inference to the extreme!
causal-inference causal-machine-learning extreme-learning-machine g-computation interrupted-time-series metalearning observational-studies quasi-experimental assumption-check double-machine-learning nonparametric-model sensitivity-analysis metalearner debiased-machine-learning r-learning s-learner t-learner x-learner doubly-robust
Language:Julia 20
kennethleungty / StatsAssume
Automating Assumption Checks for Regression Models (Work in Progress, Currently Paused)
statsassume regression assumption-check assumptions linear-regression logistic-regression data-science machine-learning statistics statsmodels data-analytics python stats assumption-checks regression-models ml binary-logistic-regression multinomial-regression multilinear-regression multinomial-logistic-regression
Language:Python 6
michstg / Forecast-Price-of-basic-commodities-LSTM-ETS-Smoothing
Forecast price of basic commodities East Kalimantan using LSTM Algorithm and Exponential Smoothing
deep-learning exploratory-data-analysis exponential-smoothing forecasting lstm machine-learning material neural-network prediction python recurrent-neural-networks statistical-analysis triple-exponential-smoothing tuning-parameters assumption-check time-series time-series-analysis time-series-forecasting
Language:Jupyter Notebook 2
kuntala-c / Combined-Cycle-Power-Plant-Energy-Prediction-Using-Regression
We will design a predictive model to predict the full-load power output of the Combined Cycle Power Plant Dataset from UCI ML repository and evaluate the performance of the model.
assumption-check linear-regression machine-learning-algorithms numpy pandas python random-forest regularization ridge-regression seaborn sklearn
Language:Jupyter Notebook 1
Stats
cordero-c-perez / Stats
A repository created to explore and understand Statistics through coding.
analysis-of-variance online-learning anova anova-test shapiro-wilk levene-test citibike assumption-check tukey-hsd assumptions regression-analysis regression ols lasso ridge bootstrap error-bars
Language:R 0
eginamalaj / glmm_agrochemicals
Change in agrochemicals across Canada over the last 35 years
anova assumption-check beta-distribution canada census-division census-of-agriculture dharma ggplot2 glmmtmb
Language:R 0
elkronos / stat_py
Statistics functions for python
assumption-check data-analysis data-visualization python regression statistical-analysis statistical-inference statistical-models statistical-tests statistics
Language:Python 0
Isha-Pandey27 / Diamond-Price-Prediction-Linear-Regression-Stats-Model-Assumptions-Check
linear-regression linear-models eda assumption-check diamond-regression data-analysis data-science data-prediction
Language:Jupyter Notebook 0
mtnbikerjoshua / jcreg
A collection of functions for checking the assumptions of linear regression and performing variable selection.
linear-regression regression assumption-check variable-selection
Language:R 0
nickwawee / Crime_Rates_Regression_Analysis
This repo contains a regression analysis of crime rates in the Boston area.
crime-analysis crime-prediction crime-data crime-data-analysis crime-rate-analysis-of-cities multiple-linear-regression rmarkdown-document rmarkdown assumption-check outlier-detection
Language:HTML 0
nickwawee / Suicide_Rates_Regression_Analysis
This repo contains code, a presentation, and a project report regarding suicide rates in the US from 1985 - 2015
suicide suicide-data united-states multiple-linear-regression rmarkdown assumption-check outlier-detection hypothesis-testing categorical-data
Language:HTML 0
peterjamesmatthews / assuming
Python Decorator to enforce assumptions on function parameters.
python functions assumption-check parameters
Language:Python 0
suryateja0153 / Linear-Regression-US-Crime-Prediction
Simple regression problem to predict crimes by population done as part the statistics class.
statistics machine-learning linear-regression assumption-check prediction
Language:R
suryateja0153 / Multiple-Regression-Craigs-List-Vehicle-Price-Prediction
Simple Multiple Regression problem to predict vehicle price based on various KPI's done as part of statistics coursework.
machine-learning multiple-regression assumption-check
Language:R