R: Econometrics Model Building

# Econometrics Model Building

## Documentation for package ‘EcoMetrics’ version 0.1.1

- DESCRIPTION file.

## Help Pages

ACF_PLOT | Plots ACF of a univariate time series
autocorrelation_assumption | Check model for residual independence
best_arima | Select Optimal Model based on BIC
check_model_sig | Checking Overall Model Significance
check_stationarity | Check Series for Weak Stationarity
eduperform | Student Performance Data
fit_arima | Fit ARIMA models to univariate data
get_coefficients_variance | Get variance of the model coefficients
get_confint | Confidence Intervals of Model Parameters
get_significant_predictors | Obtaining only significant predictors from a model
heteroscedasticity_assumption | Checking heteroscedasticity assumption
keconomy | Kenya Unemployment Rate and GDP Growth rate for 1999-2023
multicollinearity_assumption | Multicollinearity Assumption
normality_assumption | Checking normality of residuals
ols_model | Fitting a simple or multiple linear regression
ols_model_sig | F-statistic attributes
ols_model_stats | Model Summary Statistics
PACF_PLOT | Plots PACF of a univariate time series
predict_dep_var | Prediction from new observations
select_optimal_model | Choosing Best Model Based on AIC, BIC and Adjusted R Squared