Science often deals with hard-to-see phenomena, and they only stand out and become real when viewed through the lens of complex statistical tools. This book is not a textbook about statistics applied to science—there are already many excellent books to choose from—rather, it gives an overview of the basic principles that physical scientists use to analyze their data and bring out the order of Nature from the fog of background noise.