So far The resampling methods are: o Bootstrap resampling:generate samples with the same size n as x with replacement. Jackknife subsampling generate samples with a smaller size than x without replacement. Used for: Compute accuracy measures (standard error,bias,etc.)of a statistic 0 from one set x (x1,...,xn). oCompare two sets of observations:the example of the mouse data R.Dahyot (TCD) 453 Modern statistical methods 20052/22So far The resampling methods are: Bootstrap resampling: generate samples with the same size n as x with replacement. Jackknife subsampling : generate samples with a smaller size than x without replacement. Used for: Compute accuracy measures (standard error, bias, etc.) of a statistic θˆ from one set x = (x1, · · · , xn). Compare two sets of observations: the example of the mouse data R. Dahyot (TCD) 453 Modern statistical methods 2005 2 / 22