Write the properties of correlation coefficient. The time it takes to transmit a file always depends on the file size. Suppose you transmitted 30 files, with the average size of 126 Kbytes and the standard deviation of 35 Kbytes. The average transmitted time was 0.04 seconds with the standard deviat
Write the properties of correlation coefficient. The time it takes to transmit a file always depends on the file size. Suppose you transmitted 30 files, with the average size of 126 Kbytes and the standard deviation of 35 Kbytes. The average transmitted time was 0.04 seconds with the standard deviation 0.01 seconds. The correlation coefficient between the time and size was 0.86. Based on these data, fit a linear regression model and predict the time it take to transmit a 400Kbyte file.[10]
Let $X$ = file size (Kbytes), $Y$ = transmission time (seconds). Parameter X (size) Y (time) ------------------------------- Number of files $n = 30$ Mean $\bar{X} = 126$ $\bar{Y} = 0.04$ Std. deviation $SX = 35$ $SY = 0.01$ Correlation $r = 0.86$ Predict $Y$ when $X = 400$ Kbytes. --- 1. Range: ...