Statistics and analysis of scientifi...
Bonamente, Massimiliano.

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  • Statistics and analysis of scientific data
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Statistics and analysis of scientific data/ by Massimiliano Bonamente.
    作者: Bonamente, Massimiliano.
    出版者: Singapore :Springer Nature Singapore : : 2022.,
    面頁冊數: xxiii, 488 p. :ill., digital ;24 cm.
    內容註: Theory of Probability -- Random Variables and Their Distributions -- Three Fundamental Distributions: Binomial, Gaussian and Poisson -- The Distribution of Functions of Random Variables -- Error Propagation and Simulation of Random Variables -- Maximum Likelihood and Other Methods to Estimate Variables -- Mean, Median and Average Values of Variables -- Hypothesis Testing and Statistics -- Maximum-likelihood Methods for Gaussian Data -- Multi-variable Regression and Generalized Linear Models -- Goodness of Fit and Parameter Uncertainty for Gaussian Data -- Low-Count Statistics -- Maximum-likelihood Methods for low-count Statistics -- The linear Correlation Coefficient -- Systematic Errors and Intrinsic Scatter -- Regression with Bivariate Errors -- Model Comparison -- Monte Carlo Methods -- Introduction to Markov Chains -- Monte Carlo Markov Chains.
    Contained By: Springer Nature eBook
    標題: Mathematical statistics. -
    電子資源: https://doi.org/10.1007/978-981-19-0365-6
    ISBN: 9789811903656
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