S. Vajda,Z. W. Birnbaum,E. Lukacs's Probabilistic Programming (Probability & Mathematical PDF

By S. Vajda,Z. W. Birnbaum,E. Lukacs

Probabilistic Programming discusses a high-level language referred to as probabilistic programming.

This booklet contains 3 chapters. bankruptcy I offers with “wait-and-see” difficulties that require ready till an remark is made at the random components, whereas bankruptcy II includes the research of determination difficulties, quite of so-called two-stage difficulties. The final bankruptcy makes a speciality of “chance constraints,” comparable to constraints that aren't anticipated to be consistently chuffed, yet purely in a percentage of instances or “with given probabilities.”

This textual content in particular deliberates the choice areas for optimality, chance distributions, Kall's Theorem, and two-stage programming below uncertainty. the whole challenge, energetic process, quantile principles, randomized judgements, and nonzero order ideas also are covered.

This e-book is appropriate for builders aiming to outline and instantly remedy likelihood models.

Show description

Read Online or Download Probabilistic Programming (Probability & Mathematical Statistics Monograph) PDF

Similar probability & statistics books

Exercises and Solutions in Biostatistical Theory (Chapman & - download pdf or read online

Drawn from approximately 4 a long time of Lawrence L. Kupper’s educating reviews as a distinct professor within the division of Biostatistics on the college of North Carolina, workouts and strategies in Biostatistical idea offers theoretical statistical recommendations, quite a few workouts, and targeted strategies that span issues from simple likelihood to statistical inference.

Walter Zucchini,Iain L. MacDonald's Hidden Markov Models for Time Series: An Introduction Using PDF

Unearths How HMMs can be utilized as General-Purpose Time sequence ModelsImplements all equipment in RHidden Markov types for Time sequence: An advent utilizing R applies hidden Markov versions (HMMs) to quite a lot of time sequence varieties, from continuous-valued, round, and multivariate sequence to binary information, bounded and unbounded counts, and specific observations.

Read e-book online Advanced R (Chapman & Hall/CRC The R Series) PDF

A necessary Reference for Intermediate and complicated R ProgrammersAdvanced R provides priceless instruments and strategies for attacking many varieties of R programming difficulties, aiding you keep away from blunders and useless ends. With greater than ten years of expertise programming in R, the writer illustrates the attractiveness, good looks, and adaptability on the center of R.

An Introduction to Random Matrices (Cambridge Studies in by Greg W. Anderson,Alice Guionnet,Ofer Zeitouni PDF

The idea of random matrices performs an incredible position in lots of components of natural arithmetic and employs numerous subtle mathematical instruments (analytical, probabilistic and combinatorial). This different array of instruments, whereas testifying to the energy of the sphere, offers a number of ambitious hindrances to the newcomer, or even the specialist probabilist.

Extra info for Probabilistic Programming (Probability & Mathematical Statistics Monograph)

Sample text

Download PDF sample

Probabilistic Programming (Probability & Mathematical Statistics Monograph) by S. Vajda,Z. W. Birnbaum,E. Lukacs


by Edward
4.3

Rated 4.44 of 5 – based on 30 votes