Librarian View
LEADER 02333cam a2200457 i 4500
001
991001662009707546
005
20221024172106.0
008
210928s2020 flua b 001 0 eng
010
a| 2019008196
020
a| 9781138393295
q| (Paperback)
020
z| 9780367260934
q| (Hardback)
035
a| (HKSYU)b21407496-852hksyu_inst
035
a| (DLC) 2019008196
035
a| (OCoLC)1096213676
040
a| DLC
b| eng
e| rda
c| DLC
d| OCLCO
d| OCLCF
d| NDD
d| YDX
d| UKMGB
d| OCLCQ
d| HNK
d| H2K
d| HK-SYU
042
a| pcc
050
4
a| QA273
b| .M38495 2020
082
0
0
a| 519.5
2| 23
092
0
a| 519.5
b| MAT 2020
100
1
a| Matloff, Norman S.,
e| author.
245
1
0
a| Probability and statistics for data science :
b| math + R + data /
c| Norman Matloff.
264
1
a| Boca Raton :
b| CRC Press, Taylor & Francis Group,
c| [2020]
264
4
c| ©2020
300
a| xxxii, 412 pages :
b| illustrations ;
c| 24 cm
336
a| text
b| txt
2| rdacontent
337
a| unmediated
b| n
2| rdamedia
338
a| volume
b| nc
2| rdacarrier
490
1
a| Chapman & Hall/CRC data science series
500
a| "A Chapman & Hall book".
504
a| Includes bibliographical references and index.
505
0
a| Basic probability models -- Monte Carlo simulation -- Discrete random variables: expected value -- Discrete random variables: variance -- Discrete parametric distribution families -- Continuous probability models -- Statistics: prologue -- Fitting continuous models -- The family of normal distributions -- Introduction to statistical inference -- Multivariate distributions -- The multivariate normal family of distributions -- Mixture distributions -- Multivariate description and dimension reduction -- Predictive modeling -- Model parsimony and overfitting -- Introduction to discrete time Markov chains -- Appendices: A. R Quick Start -- B. Matrix algebra.
650
0
a| Probabilities
v| Textbooks.
650
0
a| Mathematical statistics
v| Textbooks.
650
0
a| Probabilities
x| Data processing.
650
0
a| Mathematical statistics
x| Data processing.
830
0
a| Chapman & Hall/CRC data science series.
907
a| b21407496
b| 08-01-22
c| 28-09-21
910
a| ykc
b| mkl
935
a| (HK-SYU)501037051
9| ExL
998
a| book
b| 05-11-21
c| m
d| a
e| -
f| eng
g| flu
h| 0
i| 0
945
h| Principal
l| location
i| barcode
y| id
f| bookplate
a| callnoa
b| callnob
n| ADS130