This research aimed to determine the influence of process parameters on yields of biofuel production by hydrocracking of waste virgin coconut oil using HZSM-5 zeolite catalyst and to determine statistical relationship of yields of biofuels with the parameters by Pearson's correlation. The various operating parameters in batch reactor were a reaction temperature (350-400°C), an initial hydrogen pressure (20-40 bar), and a reaction time (1-3 h). The highest yields of gasoline (6.79 wt%) and kerosene (31.38 wt%) were achieved under a temperature at 400°C, initial hydrogen pressure at 40 bar, and a reaction time of 3 h. The highest yield of diesel of 58.62 wt% was achieved at a reaction time of 1 h under temperature 400°C and initial hydrogen pressure 40 bar. Using Pearson's correlation data analysis, the correlation coefficient between two variables (the yield of biofuel and the operating condition) showed strong dependence of reaction temperature and time on yields of hydrocarbon chains of various length. Yields of shorter hydrocarbon chains such as biogasoline and biokerosene required higher reaction temperature and longer reaction time and vice versa. However, pressure dependence on yields of biofuels was insignificant.