
Bayesian Networks
1.040 kr.
1.040 kr.
Tors., 8 maj - ons., 14 maj
Sikker betaling
14 dages åbent køb
Sælges og leveres af
Adlibris
Produktbeskrivelse
Bayesian Networks: With Examples in R, Second Edition introduces Bayesian networks using a hands-on approach. Simple yet meaningful examples illustrate each step of the modelling process and discuss side by side the underlying theory and its application using R code. The examples start from the simplest notions and gradually increase in complexity. In particular, this new edition contains significant new material on topics from modern machine-learning practice: dynamic networks, networks with heterogeneous variables, and model validation.
The first three chapters explain the whole process of Bayesian network modelling, from structure learning to parameter learning to inference. These chapters cover discrete, Gaussian, and conditional Gaussian Bayesian networks. The following two chapters delve into dynamic networks (to model temporal data) and into networks including arbitrary random variables (using Stan). The book then gives a concise but rigorous treatment of the fundamentals of Bayesian networks and offers an introduction to causal Bayesian networks. It also presents an overview of R packages and other software implementing Bayesian networks. The final chapter evaluates two real-world examples: a landmark causal protein-signalling network published in Science and a probabilistic graphical model for predicting the composition of different body parts.
Covering theoretical and practical aspects of Bayesian networks, this book provides you with an introductory overview of the field. It gives you a clear, practical understanding of the key points behind this modelling approach and, at the same time, it makes you familiar with the most relevant packages used to implement real-world analyses in R. The examples covered in the book span several application fields, data-driven models and expert systems, probabilistic and causal perspectives, thus giving you a starting point to work in a variety of scenarios.
Online supplementary materials include the data sets and the code used in the book, which will all be made available from https://www.bnlearn.com/book-crc-2ed/
Varenr.
af6d366c-6de1-4ad2-8b35-22d0e36b682f
Bayesian Networks
1.040 kr.
1.040 kr.
Tors., 8 maj - ons., 14 maj
Sikker betaling
14 dages åbent køb
Sælges og leveres af
Adlibris
Lignende topsælgere

Bright Beauty Vanity Namira - make up spejl med belysning - hollywood spejl - schminke spejl med lys - hvid - dæmpbar med tre lystilstande
539 kr.

Timer til Klasselokalet - 60 minutter
169 kr.

FENCHILIIN hollywood spejl makeup spejl med lys dæmpbar med tre lystilstande bordplade vægbeslag make up spejl med belysning hvid 58 x 46cm
595 kr.

Ørepuder til Bose QuietComfort - QC35/QC25/QC15/AE2 Hovedtelefoner Svart
69 kr.

94 CM 3 X Plæneklipperknive til Husqvarna RIDER R213 R214 R215 R216 R316 R318 R320 AWD
265 kr.

FENCHILIIN Stor Hollywood Makeup Spejl med lys USB bordplade vægbeslag hvid 80 x 58 cm
961 kr.

2-i-1 elektrisk barbermaskine til kvinder, vandtæt, bikinitrimmer, dobbelt hoved, type-c Pink
170 kr.

Anti-snork Bånd / Magnetiske Plastre - Stopper snorken
99 kr.

FENCHILIIN Hollywood makeup spejl med lys forstørrelse 360° drejelig bordplade hvid spejl 30 x 41 cm
279 kr.
Tidligere laveste pris:
331 kr.

G4 Halogenpærer / Stiftpærer - Halogen 10W (20-Pack)
99 kr.
Anbefalede produkter

FENCHILIIN Stor Hollywood Makeup Spejl med lys Bluetooth Krystal Finish Bordplade Vægbeslag Hvid 80 x 58 cm Spejl
521 kr.
Tidligere laveste pris:
795 kr.

2-i-1 foldeløbebånd 1-6 km/t til hjemmekontoret Sort
1.299 kr.

3-pak AGA AQVIA PET-flaske, 1L (hvid)
159 kr.

FENCHILIIN Hollywood stort makeup spejl med lamper bordplade vægmonteret hvid spejl med lys
479 kr.
Tidligere laveste pris:
539 kr.

42V 2A Hurtigoplader batterilader til el-scooter elcykel batterilader
115 kr.
Tidligere laveste pris:
128 kr.

KuKirin G2 foldbar elektrisk scooter 800w motor, 48V15Ah batteri, rækkevidde op til 55 km, maks. hastighed 45 km/t
3.840 kr.
Tidligere laveste pris:
3.860 kr.

Apple AirPods Pro (2nd Gen) 2023 USB-C
1.735 kr.
Tidligere laveste pris:
1.737 kr.

FENCHILIIN Hollywood Makeup Spejl Med Lys 360° drejelig dæmpbar med tre lystilstande bordplade Spejl hvid 65 x 49 cm
439 kr.
Tidligere laveste pris:
521 kr.

VONROC Teleskop - rengørings - børste - 6,50m | Inkl. multibørste, 2-i-1 vinduesvasker, slange og sæbedispenser
489 kr.

Lader til iPhone - Hurtiglader - Adapter + Kabel 20W USB-C 3-Pack iPhone
179 kr.