Indelible 发表于 2025-3-25 07:07:36

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Mindfulness 发表于 2025-3-25 08:49:10

Basics,Statistics is the science of collecting, describing, and interpreting data, i.e., the tool box underlying empirical research.

起皱纹 发表于 2025-3-25 13:49:32

Probability Theory,Probability theory is concerned with the outcomes of random experiments. These can be either real world processes or thought experiments. In both cases,

脱落 发表于 2025-3-25 16:24:58

Combinatorics,Combinatorial theory investigates possible patterns of orderings of finitely many elements, composed groups (sets) of such orderings, and the number of these orderings and groups.

LATHE 发表于 2025-3-25 22:22:08

Random Variables,A random variable is a function that assigns (real) numbers to the results of an experiment. Each possible outcome of the experiment (i.e., value of the corresponding random variable) occurs with a certain probability.

GRE 发表于 2025-3-26 03:14:03

Probability Distributions,In the following section we present some important probability distributions, which are often used in statistics. These distributions can be described using at most three parameters. In general, the greater the number of parameters describing a distribution, the more flexible the distribution will be to model data.

装勇敢地做 发表于 2025-3-26 05:27:06

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Laconic 发表于 2025-3-26 09:01:07

Two-Dimensional Frequency Distribution,In the natural sciences, we can often clearly represent the relationship between two variables by means of a function because it has its origin in physical laws.

惹人反感 发表于 2025-3-26 14:13:45

Regression,The main objective of regression analysis is to describe the expectation and dependence of a quantity . on quantities .., .., .. A one-directional dependence is assumed. This dependence can be expressed as a general regression function of the following form:

Insubordinate 发表于 2025-3-26 20:14:55

Time Series Analysis,A time series is the vector of realizations of a random variable X over the time.
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查看完整版本: Titlebook: Introduction to Statistics; Using Interactive MM Wolfgang Karl Härdle,Sigbert Klinke,Bernd Rönz Textbook 2015 Springer Nature Switzerland A