Browsing Proceeding Articles by Author "Abeygunawardana, RAB"
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A Comparison of Classical Time Series Models and Machine Learning LSTM Model to Forecast Paddy Production in Sri Lanka
Sandaruwani, IBI; Abeygunawardana, RAB (2022-09)The most common & effective traditional methods of univariate time series forecasting are Autoregressive Integrated Moving Average (ARIMA) family models and Exponential Smoothing family models. With the recent advancement ... -
Forecasting of Female Labor Force Participation Rate data with missing values imputation, Sri Lanka
Ranasinghe, NN; Abeygunawardana, RAB (2022-09)Female Labour Force Participation Rate (Female LFPR) is defined as the proportion of the female labor force to the total working-age population. This study was based on the female LFPR quarterly data published by the ...