Browsing 2022 IRC Abstracts by Author "Abeygunawardana, RAB"
Now showing items 1-2 of 2
-
A Comparison of Classical Time Series Models and Machine Learning LSTM Model to Forecast Paddy Production in Sri Lanka
Sandaruwani, IBI; Abeygunawardana, RAB (2022)The Autoregressive Integrated Moving Average (ARIMA) family models and the Exponential Smoothing family models are the most widely used and successful conventional techniques for univariate time series forecasting. As a ... -
Forecasting of Female Labour Force Participation Rate Data with Missing Values Imputation, Sri Lanka
Ranasinghe, NN; Abeygunawardana, RAB (2022)Female Labour Force Participation Rate (Female LFPR) is defined as the proportion of the female labour force to the total working age population. This study is based on the female LFPR quarterly data published by the ...