Bayesian networks with examples in R
Bayesian Networks: With Examples in R introduces Bayesian networks using a hands-on approach. Simple yet meaningful examples in R illustrate each step of the modeling process. The examples start from the simplest notions and gradually increase in complexity. The authors also distinguish the probabil...
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| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton
CRC Press
2015.
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| Series: | Texts in statistical science series
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| Subjects: | |
| Tags: |
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| Call Number : | QA 279.5 .S38 2015 |
MARC
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| 003 | MY-KLNDU | ||
| 005 | 20241220042709.0 | ||
| 008 | 221104 2015 xxua abi 001 0 eng d | ||
| 020 | |a 9781482225587 (hbk.) | ||
| 020 | |a 1482225581 (hbk.) | ||
| 039 | 9 | |a 202211041148 |b VLOAD |c 201701261442 |d johari |y 201610271500 |z hasri | |
| 040 | |a UPNM |b eng |c UPNM |e rda | ||
| 090 | |a QA 279.5 |b .S38 2015 | ||
| 100 | 1 | |a Scutari, Marco, |e author. | |
| 245 | 1 | 0 | |a Bayesian networks |b with examples in R |c Marco Scutari, Jean-Baptiste Denis. |
| 264 | 1 | |a Boca Raton |b CRC Press |c 2015. | |
| 300 | |a xv, 225 pages |b illustrations |c 25 cm. | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a unmediated |2 rdamedia | ||
| 338 | |a volume |2 rdacarrier | ||
| 400 | 0 | |a Marco Scutari. | |
| 490 | 1 | |a Texts in statistical science series | |
| 504 | |a Includes bibliographical references (pages (215-221) and index. | ||
| 520 | |a Bayesian Networks: With Examples in R introduces Bayesian networks using a hands-on approach. Simple yet meaningful examples in R illustrate each step of the modeling process. The examples start from the simplest notions and gradually increase in complexity. The authors also distinguish the probabilistic models from their estimation with data sets. | ||
| 592 | |a 32588 |b 05/12/2016 |c RM 321.86 |h Bookline | ||
| 650 | 0 | |a Bayesian statistical decision theory. | |
| 650 | 0 | |a R (Computer program language) |x Statistical methods. | |
| 700 | 1 | |a Denis, Jean-Baptiste, |d 1949-, |e author. | |
| 830 | 0 | |a Texts in statistical science series | |
| 999 | |a vtls000057313 |c 105712 |d 105712 | ||