We build on political science and communication theory and use probabilistic topic models combined with time series regression analysis (autoregressive distributed-lag models) to gain insights about the language dynamics in the political processes.
ordinary least square regression finds the coefficients that minimize the mean square error of Y = b + j w T j X j given (X, Y ).