ols

There are 0 repository under ols topic.

bashtage / linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
iv instrumental-variable panel regression statistical-model ols gmm fixed-effects random-effects between-estimator first-difference clustered-standard-errors pooled-ols linear-models panel-data panel-models panel-regression fama-macbeth asset-pricing seemingly-unrelated-regression
Language:Python 894
sergiocorreia / reghdfe
Linear, IV and GMM Regressions With Any Number of Fixed Effects
stata fixed-effects ols regression linear-models
Language:Stata 209
MBKraus / Predicting_real_estate_prices_using_scikit-learn
Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)
predicting-housing-prices real-estate machine-learning python knn knn-regression lasso-regression lasso ridge-regression decision-trees random-forest neural-network mlp-regressor ols polynomial-regression amsterdam multi-layer-perceptron xgboost polynomial ensemble-learning
Language:Python 149
indigits / sparse-plex
A MATLAB library for sparse representation problems
sparse-representations matlab-library compressive-sensing clustering subspace-clustering sparse-subspace-clustering dictionary-learning sparse-recovery pursuit-algorithms omp cosamp basis-pursuit ormp ols iht htp mod k-svd
Language:MATLAB 94
ISA-tools / OntoMaton
OntoMaton facilitates ontology search and tagging functionalities within Google Spreadsheets.
ontology-search google-spreadsheet ontology ontology-lookup-services bioportal lov ols
Language:JavaScript 39
pachadotdev / gravity
R package that provides estimation methods for Gravity Models
r international-trade gravity lm glm tobit ddm maximum-likelihood bvu bvw ppml nbpml gpml ols nls sils econometrics trade
Language:R 35
TatevKaren / econometric-algorithms
Popular Econometrics content with code; Simple Linear Regression, Multiple Linear Regression, OLS, Event Study including Time Series Analysis, Fixed Effects and Random Effects Regressions for Panel Data, Heckman_2_Step for selection bias, Hausman Wu test for Endogeneity in Python, R, and STATA.
econometrics stata hausman-test ols-regression event-study statistical-tests fixed-effect-model random-effects-model heckman-2-step test-statistics ols time-series-analysis endogeneity python r
Language:Stata 30
wangwei2009 / beamforming
ola ols fir
Language:MATLAB 16
nfdi4health / semlookp-widgets
This project includes a widget component library derived from the semantic lookup service SemLookP. SemLookP supports metadata annotation as well as data search in the area of translational medicine.
ontology-search react ols
Language:JavaScript 10
BendeguzBiksi / Master-Studies-Econometrics-I
Master Degree Coursework: Econometrics I
stata regression regression-analysis multiple-linear-regression hypothesis-testing coursework instrumental-variable capm elasticity demand supply endogeneity ols-regression ols estimation statistics econometrics data-analysis econometrics-graduate-course
Language:Stata 9
dgwozdz / OLS
Set of functions to semi-automatically build and test Ordinary Least Squares (OLS) models in R in parallel.
linear-regression parallelization statistics r statistical-tests ols ordinary-least-squares
Language:R 7
r-structural-breaks-with-ml
julzerinos / r-structural-breaks-with-ml
Detecting structural breaks in time series data using statistical analysis and regression models in R.
r analysis breakpoint structural-breakpoint economics gdp strucchange zoo rstudio ftest bic rss ols ols-regression best-fit statistical-analysis statistics machine-learning machine-learning-algorithms
Language:R 5
meiniKi / logIP
Logic Analyzer IP Core
asic basys3 digital formal-verification fpga ip logicanalyzer measurements sump systemverilog verilog hardware-description-language hdl ols amd vivado xilinx logip symbiyosys
Language:SystemVerilog 5
AbdirayimovS / Multiple_Regression_project
Apex team`s multiple regression project. It contains: What is Multiple Regression? Advantages and disadvantages of multiple regression, least square method and real implementation.
multiple-linear-regression ols ols-regression python regression team
Language:Jupyter Notebook 4
K12-Education-Focus-Scripts
NullPounce / K12-Education-Focus-Scripts
This page will host scripts used to increase students productivity in remote learning education. Primarily aimed at k-5.
anti-rush chrome e2020 firefox k12 k12education learning ols remote remote-learning school scripts tampermonkey eucation nullpounce remote-ecuation
4
NumericalMax / Linear-Regression
Implementation of Linear Regression (OLS)
1d-case data-matrix linear-regression machine-learning ols
Language:C++ 3
pvh95 / ols_bootstrap
OLS Bootstrap on Cross-Sectional Data
linear-regression ols bootstrap cross-sectional-data wild-bootstrap pairs-bootstrap residual-bootstrap hce heteroscedasticity homoscedasticity heteroscedasticity-consistent bc bca bootstrap-t white-errors white mackinnon webb
Language:Jupyter Notebook 3
vaitybharati / Assignment-05-Multiple-Linear-Regression-1
Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.
python multiple-linear-regression statsmodels regression-plots influence-plot correlation-analysis pairplot ols ols-regression-model p-values r-square-values cooks-distance leverage-score scatter-plot
Language:Jupyter Notebook 3
ashioyajotham / Daily-ML
Machine Learning Algorithms
machine-learning python random-forest scripting ols crossvalidation gaussian-naive-bayes linear-regression logistic-regression support-vector-machines scikit-learn
Language:Python 2
eakgun / ISO_OLS_RBF
Generalized Improved Second Order RBF Neural Network with Center Selection using OLS
machine-learning matlab rbf-network rbf-kernel feature-selection levenberg-marquardt grid-search-hyperparameters optimization subset-selection rbfs center-selection rbf-neural-networks ols
Language:MATLAB 2
edoardofalchi / Instrumental-Variable-paper-replication-and-critique
IV technique. Replication & critique of N. Nunn paper using R
iv harvard instrumental-variable africa slavery ols
Language:HTML 2
ibodumas / OLS-gradient-descent
Gradient descent via OLS
ols gradient-descent simple-gradient-descent machine-learning-algorithms
Language:Jupyter Notebook 2
KevinDepedri / AI-for-Finance
Stock market prediction on 5 italian companies using VAR model, OLS regressions and LSTM recurrent neural networks over data retrieved from Refinitiv Eikon
keras-tensorflow lstm ols ols-regression ols-regression-model rnn seasonality statsmodels stock-market-prediction stock-price-prediction var var-model
Language:Jupyter Notebook 2
MCai416 / Linear-Regressions
OLS (twoway clustered standard errors), Imperfect Multicollinearity (Ridge and PCA), ARMA(p,q) with Bootstrap
ridge-regression ols ridge python3 twoway-cluster arma
Language:Python 2
archowdhury / Comparing-the-different-types-of-Regression
Comparing the different types of Regression
regression regression-models regression-algorithms ols ridge-regression ridge lasso lasso-regression elastic-net
Language:R 1
CianStryker / Predicting_Conflict_Project
This project was conducted for "API 222: Machine Learning and Data Analytics", taught at the Harvard Kennedy School. We created a novel dataset and explored how machine learning can predict the onset of civil conflict.
machine-learning conflict-prediction ols random-forest ridge-model
Language:R 1
AI4MIG
dilettagoglia / AI4MIG
🕊️Use of non-traditional data sources to nowcast migration trends through Artificial Intelligence technologies (academic research project).
migration migration-drivers internationa-migration migration-stocks human-mobility migration-flows bilateral-migration social-connectedness social-connectedness-index facebook facebook-sci ai ml migration-nowcasting migration-prediction linear-regression ols sci computationa-social-science dataset
1
Geo-Linux-Calculations / geodesy-msexcel-ols
MS Excel OLS spreadsheets for geodesy
geodesy msexcel ols spreadsheets underground
Language:Common Lisp 1
guhjy / olsrr
Tools for developing OLS regression models
ols r
Language:R 1
JRigh / OLS-Linear-Regression-in-R
OLS results and Linear Regression in R
ols ordinary-least-square-regression r regression
Language:R 1
jungi21cc / taxi
Kaggle : New York City Taxi Trip Duration
kaggle ols eda taxi regression
Language:Jupyter Notebook 1
Lokeshrathi / Interpreting_OLS_Summary_LR
OLS Interpretition
ols linear-regression multiple-linear-regression
Language:Jupyter Notebook 1
MANOJKUMAR-449 / MLR
python pandas scipy numpy statsmodels ols seaborn matplotlib eda
Language:Jupyter Notebook 1
inside-OLS
robertovacante / inside-OLS
This repository provides a simulation of Ordinary Least-Squares in Mata.
mata ols regression stata
Language:Stata 1
thanhqtran / chile-inflationtarget-ols
OLS for an Inflation-Targeting Policy Analysis (Chile)
ols chilean
Language:R 1
Efficient-Tests-of-Stock-Return-Predictability
YannickKae / Efficient-Tests-of-Stock-Return-Predictability
This R code implements the Bonferroni Q test from Yogo and Campbell's (2006) paper "Efficient Tests of Stock Return Predictability."
bonferroni econometrics finance inference ols prediction regression statistics testing time-series quantitative-finance
1

ols

bashtage / linearmodels

sergiocorreia / reghdfe

MBKraus / Predicting_real_estate_prices_using_scikit-learn

indigits / sparse-plex

ISA-tools / OntoMaton

pachadotdev / gravity

TatevKaren / econometric-algorithms

wangwei2009 / beamforming

nfdi4health / semlookp-widgets

BendeguzBiksi / Master-Studies-Econometrics-I

dgwozdz / OLS

julzerinos / r-structural-breaks-with-ml

meiniKi / logIP

AbdirayimovS / Multiple_Regression_project

NullPounce / K12-Education-Focus-Scripts

NumericalMax / Linear-Regression

pvh95 / ols_bootstrap

vaitybharati / Assignment-05-Multiple-Linear-Regression-1

ashioyajotham / Daily-ML

eakgun / ISO_OLS_RBF

edoardofalchi / Instrumental-Variable-paper-replication-and-critique

ibodumas / OLS-gradient-descent

KevinDepedri / AI-for-Finance

MCai416 / Linear-Regressions

archowdhury / Comparing-the-different-types-of-Regression

CianStryker / Predicting_Conflict_Project

dilettagoglia / AI4MIG

Geo-Linux-Calculations / geodesy-msexcel-ols

guhjy / olsrr

JRigh / OLS-Linear-Regression-in-R

jungi21cc / taxi

Lokeshrathi / Interpreting_OLS_Summary_LR

MANOJKUMAR-449 / MLR

robertovacante / inside-OLS

thanhqtran / chile-inflationtarget-ols

YannickKae / Efficient-Tests-of-Stock-Return-Predictability