Handbook of Biological Statistics
John H. McDonald
This book is available for download with iBooks on your Mac or iOS device, and with iTunes on your computer. Books can be read with iBooks on your Mac or iOS device.
It covers many of the statistical tests that are commonly used by biologists, with an emphasis on choosing, applying and interpreting the right statistical method for an experiment (and relatively little math).