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Forecasting Daily TransJakarta Ridership with an ARDL Model
Time series forecasting of daily TransJakarta passenger counts (Jan 2023 - Jun 2024) using an Autoregressive Distributed Lag (ARDL) model with route adjustment as an external variable. Covers optimal lag selection (AIC), diagnostic tests, train/test evaluation with MAPE, and multistep forecasting.
One-Way ANOVA in Matrix Form: Chlorophyll Content of Three Leaf Types
One-way ANOVA for a completely randomized design in R, comparing chlorophyll content in cassava, spinach, and lettuce leaves. Builds the linear model in matrix form (X’X, X’y, reparameterization), computes the ANOVA table manually and checks it against aov(), then tests normality and homogeneity of variance.