| LDR | | 03740cam a2200589 i 4500 |
| 001 | | 000000480080 |
| 005 | | 20230210094322 |
| 006 | | m d |
| 007 | | cr ||||||||||| |
| 008 | | 210727s2021 flu ob 001 0 eng |
| 010 | |
▼a 2021030683 |
| 019 | |
▼a 1288574182 |
| 020 | |
▼a 9781003004899
▼q electronic book |
| 020 | |
▼a 100300489X |
| 020 | |
▼q electronic book |
| 020 | |
▼a 1000504166
▼q electronic book |
| 020 | |
▼a 9781000504163
▼q electronic book |
| 020 | |
▼z 9780367436674
▼q hardcover |
| 020 | |
▼z 9781032154411
▼q paperback |
| 035 | |
▼a 2958236
▼b (N$T) |
| 035 | |
▼a (OCoLC)1264735314
▼z (OCoLC)1288574182 |
| 040 | |
▼a DLC
▼b eng
▼e rda
▼c DLC
▼d OCLCO
▼d OCLCF
▼d YDX
▼d N$T
▼d UKAHL
▼d 247004 |
| 042 | |
▼a pcc |
| 050 | 00 |
▼a QA276
▼b .S646 2021 |
| 082 | 00 |
▼a 519.5
▼2 23 |
| 100 | 1 |
▼a Speegle, Darrin,
▼e author. |
| 245 | 10 |
▼a Probability, statistics, and data :
▼b a fresh approach using R/
▼c Darrin Speegle and Bryan Clair. |
| 264 | 1 |
▼a Boca Raton :
▼b CRC Press,
▼c 2021. |
| 300 | |
▼a 1 online resource. |
| 336 | |
▼a text
▼b txt
▼2 rdacontent |
| 337 | |
▼a computer
▼b c
▼2 rdamedia |
| 338 | |
▼a online resource
▼b cr
▼2 rdacarrier |
| 490 | 1 |
▼a Texts in statistical science |
| 504 | |
▼a Includes bibliographical references and index. |
| 520 | |
▼a "This book is a fresh approach to a calculus based, first course in probability and statistics, using R throughout to give a central role to data and simulation. The book introduces probability with Monte Carlo simulation as an essential tool. Simulation makes challenging probability questions quickly accessible and easily understandable. Mathematical approaches are included, using calculus when appropriate, but are always connected to experimental computations. Using R and simulation gives a nuanced understanding of statistical inference. The impact of departure from assumptions in statistical tests is emphasized, quantified using simulations, and demonstrated with real data. The book compares parametric and non-parametric methods through simulation, allowing for a thorough investigation of testing error and power. The text builds R skills from the outset, allowing modern methods of resampling and cross validation to be introduced along with traditional statistical techniques. Fifty-two data sets are included in the complementary R package fosdata. Most of these data sets are from recently published papers, so that you are working with current, real data, which is often large and messy. Two central chapters use powerful tidyverse tools (dplyr, ggplot2, tidyr, stringr) to wrangle data and produce meaningful visualizations. Preliminary versions of the book have been used for five semesters at Saint Louis University, and the majority of the more than 400 exercises have been classroom tested"--
▼c Provided by publisher. |
| 588 | |
▼a Description based upon online resource; title from PDF title page (viewed December 13, 2021). |
| 590 | |
▼a OCLC control number change |
| 650 | 0 |
▼a Mathematical statistics. |
| 650 | 0 |
▼a Probabilities. |
| 650 | 0 |
▼a R (Computer program language) |
| 650 | 7 |
▼a Mathematical statistics.
▼2 fast
▼0 (OCoLC)fst01012127 |
| 650 | 7 |
▼a Probabilities.
▼2 fast
▼0 (OCoLC)fst01077737 |
| 650 | 7 |
▼a R (Computer program language)
▼2 fast
▼0 (OCoLC)fst01086207 |
| 655 | 4 |
▼a Electronic books. |
| 700 | 1 |
▼a Clair, Bryan,
▼e author, |
| 776 | 08 |
▼i Print version:
▼a Speegle, Darrin.
▼t Probability, statistics, and data
▼d Boca Raton : CRC Press, 2021
▼z 9780367436674
▼w (DLC) 2021030682 |
| 830 | 0 |
▼a Texts in statistical science. |
| 856 | 40 |
▼3 EBSCOhost
▼u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2958236 |
| 938 | |
▼a EBSCOhost
▼b EBSC
▼n 2958236 |
| 990 | |
▼a ***1818828 |
| 991 | |
▼a E-BOOK |
| 994 | |
▼a 92
▼b N$T |