語系:
繁體中文
English
說明(常見問題)
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Classical and spatial stochastic processes = with applications to biology /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Classical and spatial stochastic processes/ by Rinaldo B. Schinazi.
其他題名:
with applications to biology /
作者:
Schinazi, Rinaldo B.
出版者:
Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:
xii, 286 p. :ill., digital ; : 24 cm.;
Contained By:
Springer Nature eBook
標題:
Stochastic processes. -
電子資源:
https://doi.org/10.1007/978-3-031-77760-8
ISBN:
9783031777608
Classical and spatial stochastic processes = with applications to biology /
Schinazi, Rinaldo B.
Classical and spatial stochastic processes
with applications to biology /[electronic resource] :by Rinaldo B. Schinazi. - Third edition. - Cham :Springer Nature Switzerland :2024. - xii, 286 p. :ill., digital ;24 cm.
Finite Markov Chains -- Random walks on finite graphs -- The first appearance of a pattern -- The ruin problem -- The Ehrenfest chain -- The simple symmetric random walk -- Asymmetric and higher dimension random walks -- Discrete time birth and death chains -- Discrete time branching process -- Recurrence on countable spaces -- Stationary distributions on countable spaces -- The Poisson process -- Continuous time birth and death chains -- Continuous time branching processes -- Percolation -- A cellular automaton -- A branching random walk -- The contact process on a homogeneous tree -- Appendix: A little more probability -- Bibliography -- Index.
This textbook provides an accessible approach to concepts and applications of stochastic processes ideal for a wide range of readers. This revised third edition features an intuitive reorganization with concrete topics introduced early on which are then used to demonstrate more abstract concepts in later chapters. The author has kept chapters short and independent from each other, with several of the longer chapters from previous editions now divided into smaller, more manageable parts. These changes build upon previous editions to allow readers even greater flexibility. The applications that are covered feature active areas of research within biological modeling, such as cancerous mutations, influenza evolution, drug resistance, and immune response. Important problems in fields such as engineering and mathematical physics are presented as well. These topics elegantly apply various classical stochastic models and are motivated throughout with many worked out examples. This third edition of Classical and Spatial Stochastic Processes is suitable as a textbook for a first course in stochastic processes at the upper-undergraduate or graduate level. Because of its accessible approach, it may also be used as a self-study resource for researchers and practitioners in mathematics, engineering, physics, and mathematical biology.
ISBN: 9783031777608
Standard No.: 10.1007/978-3-031-77760-8doiSubjects--Topical Terms:
528256
Stochastic processes.
LC Class. No.: QA274
Dewey Class. No.: 519.23
Classical and spatial stochastic processes = with applications to biology /
LDR
:03076nam a2200361 a 4500
001
1153958
003
DE-He213
005
20241226115255.0
006
m d
007
cr nn 008maaau
008
250619s2024 sz s 0 eng d
020
$a
9783031777608
$q
(electronic bk.)
020
$a
9783031777592
$q
(paper)
024
7
$a
10.1007/978-3-031-77760-8
$2
doi
035
$a
978-3-031-77760-8
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
QA274
072
7
$a
PBT
$2
bicssc
072
7
$a
PBWL
$2
bicssc
072
7
$a
MAT029040
$2
bisacsh
072
7
$a
PBT
$2
thema
072
7
$a
PBWL
$2
thema
082
0 4
$a
519.23
$2
23
090
$a
QA274
$b
.S336 2024
100
1
$a
Schinazi, Rinaldo B.
$3
887905
245
1 0
$a
Classical and spatial stochastic processes
$h
[electronic resource] :
$b
with applications to biology /
$c
by Rinaldo B. Schinazi.
250
$a
Third edition.
260
$a
Cham :
$b
Springer Nature Switzerland :
$b
Imprint: Birkhäuser,
$c
2024.
300
$a
xii, 286 p. :
$b
ill., digital ;
$c
24 cm.
505
0
$a
Finite Markov Chains -- Random walks on finite graphs -- The first appearance of a pattern -- The ruin problem -- The Ehrenfest chain -- The simple symmetric random walk -- Asymmetric and higher dimension random walks -- Discrete time birth and death chains -- Discrete time branching process -- Recurrence on countable spaces -- Stationary distributions on countable spaces -- The Poisson process -- Continuous time birth and death chains -- Continuous time branching processes -- Percolation -- A cellular automaton -- A branching random walk -- The contact process on a homogeneous tree -- Appendix: A little more probability -- Bibliography -- Index.
520
$a
This textbook provides an accessible approach to concepts and applications of stochastic processes ideal for a wide range of readers. This revised third edition features an intuitive reorganization with concrete topics introduced early on which are then used to demonstrate more abstract concepts in later chapters. The author has kept chapters short and independent from each other, with several of the longer chapters from previous editions now divided into smaller, more manageable parts. These changes build upon previous editions to allow readers even greater flexibility. The applications that are covered feature active areas of research within biological modeling, such as cancerous mutations, influenza evolution, drug resistance, and immune response. Important problems in fields such as engineering and mathematical physics are presented as well. These topics elegantly apply various classical stochastic models and are motivated throughout with many worked out examples. This third edition of Classical and Spatial Stochastic Processes is suitable as a textbook for a first course in stochastic processes at the upper-undergraduate or graduate level. Because of its accessible approach, it may also be used as a self-study resource for researchers and practitioners in mathematics, engineering, physics, and mathematical biology.
650
0
$a
Stochastic processes.
$3
528256
650
1 4
$a
Stochastic Processes.
$3
1098688
650
2 4
$a
Probability Theory.
$3
1366244
650
2 4
$a
Mathematical and Computational Biology.
$3
786706
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
856
4 0
$u
https://doi.org/10.1007/978-3-031-77760-8
950
$a
Mathematics and Statistics (SpringerNature-11649)
筆 0 讀者評論
多媒體
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼[密碼必須為2種組合(英文和數字)及長度為10碼以上]
登入