000 | 02294cam a2200409 i 4500 | ||
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001 | 20764148 | ||
003 | OSt | ||
005 | 20220419020908.0 | ||
008 | 181025s2019 flu b 001 0 eng c | ||
010 | _a 2018042685 | ||
020 |
_a9781138369917 _q(hardback ; _qalk. paper) |
||
020 |
_z9780429428357 _q(ebook) |
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020 |
_z9780429766732 _qebook |
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040 |
_aLBSOR/DLC _beng _cLBSOR _erda _dDLC |
||
041 | _aEng | ||
042 | _apcc | ||
050 | 0 | 0 |
_aQA273 _b.B5922 2019 |
082 | 0 | 0 |
_a519.2 BLI _223 _bBLI |
092 | _223 | ||
100 | 1 |
_aBlitzstein, Joseph K., _eauthor. |
|
245 | 1 | 0 |
_aIntroduction to probability / _cJoseph K. Blitzstein, Jessica Hwang. |
250 | _aSecond edition. | ||
264 | 1 |
_aBoca Raton : _bcrc Press/Taylor & Francis Group, _c[2019] |
|
300 |
_axv, 619 pages ; _c26 cm |
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336 |
_atext _2rdacontent |
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337 |
_aunmediated _2rdamedia |
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338 |
_avolume _2rdacarrier |
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504 | _aIncludes bibliographic references and index. | ||
505 | 0 | _aProbability and counting -- Conditional probability -- Random variables and their distributions -- Expectation -- Continuous random variables -- Moments -- Joint distributions -- Transformations -- Conditional expectation -- Inequalities and limit theorems -- Markov chains -- Markov chain Monte Carlo -- Poisson processes. | |
520 |
_a"Undergraduate probability book that assumes one-semester of calculus. One key is the emphasis on "stories" for the probability distributions (which I mean in both an intuitive and technical sense): there are a dozen or so key distributions (Normal, Binomial, Poisson, etc.) that are incredibly widely-used in statistics, but a lot of books just write down formulas for them without explaining clearly why these particular distributions are so important, or how they are all connected. Each of these distributions has a "story" (a natural application where it arises), and thinking about stories makes the distributions easier to remember, understand, and work with"-- _cProvided by publisher. |
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546 | _aEnglish | ||
650 | 0 |
_aProbabilities _vTextbooks. |
|
700 | 1 |
_aHwang, Jessica, _eauthor. |
|
906 |
_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg |
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942 |
_2ddc _cBK _n0 |
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999 |
_c47 _d47 |