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Books > Science & Mathematics > Physics > Particle & high-energy physics
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Statistical Data Analysis (Hardcover)
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Statistical Data Analysis (Hardcover)
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This book is a guide to the practical application of statistics in
data analysis as typically encountered in the physical sciences. It
is primarily addressed at students and professionals who need to
draw quantitative conclusions from experimental data. Although most
of the examples are taken from particle physics, the material is
presented in a sufficiently general way as to be useful to people
from most branches of the physical sciences. The first part of the
book describes the basic tools of data analysis: concepts of
probability and random variables, Monte Carlo techniques,
statistical tests, and methods of parameter estimation. The last
three chapters are somewhat more specialized than those preceding,
covering interval estimation, characteristic functions, and the
problem of correcting distributions for the effects of measurement
errors (unfolding).
General
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