MATH 445: Computational Statistics

Mathematics · 4 credits

Generation of random variables, Monte Carlo simulation and variance reduction techniques, resampling methods including bootstrap, jackknife, and permutation, Markov chain Monte Carlo. Extensive use of a computer statistical package.

Offered in 7 of the 26 listed terms (Spring 2021 to Winter 2027).

Catalog entry Browse Classes Textbooks (WWU Bookstore)

Prerequisites

(MATH 224 or MATH 225) and (MATH 342 or MATH 442) and (CSCI 140 or CSCI 141 or MATH 307)

Prerequisite tree

Each course's own prerequisites, down to the first courses in the chain.

MATH 224 Multivariable Calculus and Geometry I
requires MATH 125 or MATH 135 or MATH 138 or Calculus AB AP Exam (AP66), score 5 or Calculus BC AP Exam (AP68), score 4 or Calc AB Subscore AP Exm (AP69), score 5
- MATH 125 Calculus and Analytic Geometry II
  requires MATH 124 or MATH 134 or Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4
  - MATH 124 Calculus and Analytic Geometry I
    requires MPT - Advanced - Scaled Score, score 153 or MATH 115 or MATH 118 or Precalculus AP Exam (AP65), score 5 or Calculus BC AP Exam (AP68), score 3 or Calculus AB AP Exam (AP66), score 2 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus 2 (PC2), score 2.30 or ALEKS Math Placement Assessmnt, score 80
    - MATH 115 Precalculus II
      requires MATH 114 or Precalculus AP Exam (AP65), score 4 or ALEKS Math Placement Assessmnt, score 65
      - MATH 114 Precalculus I
        requires MPT General - Scaled Score, score 153 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or MATH 112 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70
        MATH 112 Functions and Algebraic Methods
        requires MPT - Advanced - Scaled Score, score 143 or MATH 099 (minimum grade YP) or College Algebra (CA), score 1.70 or Intermediate Algebra (IA), score 1.70 or MPT General - Scaled Score, score 148 or ALEKS Math Placement Assessmnt, score 35 or Precalculus AP Exam (AP65), score 2 or MATH 197C (minimum grade S) or MATH 109 (minimum grade S) (continues on its page)
    - MATH 118 Accelerated Precalculus
      requires MPT General - Scaled Score, score 158 or MPT - Advanced - Scaled Score, score 149 or Precalculus AP Exam (AP65), score 4 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or ALEKS Math Placement Assessmnt, score 70
  - MATH 134 Calculus I Honors
    requires MATH 115 (minimum grade A) or MATH 118 (minimum grade A) or Math Placement - Advanced 2, score 20 or Precalculus AP Exam (AP65), score 5
    - MATH 115 Precalculus II (shown above)
    - MATH 118 Accelerated Precalculus (shown above)
- MATH 135 Calculus II Honors
- MATH 138 Accelerated Calculus
  requires Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4 or (Calculus BC AP Exam (AP68), score 2 and Calc AB Subscore AP Exm (AP69), score 3)
MATH 225 Multivariable Calculus and Geometry II
requires MATH 224
- MATH 224 Multivariable Calculus and Geometry I (shown above)
MATH 342 Statistical Methods I
requires (MATH 341 or MATH 344 or MATH 345 or MATH 346 or EECE 346) and MATH 204
- MATH 341 Probability and Statistical Inference
  requires MATH 125 or MATH 135 or MATH 138
  - MATH 125 Calculus and Analytic Geometry II (shown above)
  - MATH 135 Calculus II Honors (shown above)
  - MATH 138 Accelerated Calculus (shown above)
- MATH 344 Honors Probability and Statistics
  requires MATH 138 and MATH 125 and MATH 135
  - MATH 138 Accelerated Calculus (shown above)
  - MATH 125 Calculus and Analytic Geometry II (shown above)
  - MATH 135 Calculus II Honors (shown above)
- MATH 345 Statistics for Engineering
  requires (MATH 125 or MATH 135 or MATH 138)
  - MATH 125 Calculus and Analytic Geometry II (shown above)
  - MATH 135 Calculus II Honors (shown above)
  - MATH 138 Accelerated Calculus (shown above)
- MATH 346 Probability and Statistics for Electrical and Computer Engineering
  requires MATH 204 and (MATH 224 or MATH 225) and EECE 310
  - MATH 204 Elementary Linear Algebra
    requires MATH 125 or MATH 135 or MATH 138
    - MATH 125 Calculus and Analytic Geometry II (shown above)
    - MATH 135 Calculus II Honors (shown above)
    - MATH 138 Accelerated Calculus (shown above)
  - MATH 224 Multivariable Calculus and Geometry I (shown above)
  - MATH 225 Multivariable Calculus and Geometry II (shown above)
  - EECE 310 Continuous Systems
    requires (MATH 331 or MATH 321) and (MATH 224 or MATH 225) and (Electrical Engineerng OBSOLETE 210 or EECE 210 or Engineering Tech OBSOLETE 371)
    - MATH 331 Ordinary Differential Equations
      requires MATH 204
      - MATH 204 Elementary Linear Algebra (shown above)
    - MATH 224 Multivariable Calculus and Geometry I (shown above)
    - MATH 225 Multivariable Calculus and Geometry II (shown above)
    - EECE 210 Circuit Analysis II
      requires MATH 204 and (EECE 111 or Electrical Engineerng OBSOLETE 111 or Engineering Tech OBSOLETE 271)
      - MATH 204 Elementary Linear Algebra (shown above)
      - EECE 111 Circuit Analysis I
        requires (MATH 125 or MATH 135 or MATH 138) and PHYS 162
        MATH 125 Calculus and Analytic Geometry II (shown above)
        MATH 135 Calculus II Honors (shown above)
        MATH 138 Accelerated Calculus (shown above)
        PHYS 162 Physics with Calculus II
        requires (PHYS 161 or HNRS 211) and ((MATH 124 and MATH 125) or (MATH 134 and MATH 135) or MATH 138) (continues on its page)
- EECE 346 Probability and Statistics for Electrical and Computer Engineering
  requires MATH 204 and (MATH 224 or MATH 225) and EECE 310
  - MATH 204 Elementary Linear Algebra (shown above)
  - MATH 224 Multivariable Calculus and Geometry I (shown above)
  - MATH 225 Multivariable Calculus and Geometry II (shown above)
  - EECE 310 Continuous Systems (shown above)
- MATH 204 Elementary Linear Algebra
  requires MATH 125 or MATH 135 or MATH 138
  - MATH 125 Calculus and Analytic Geometry II (shown above)
  - MATH 135 Calculus II Honors (shown above)
  - MATH 138 Accelerated Calculus (shown above)
MATH 442 Mathematical Statistics
requires MATH 441
- MATH 441 Probability
  requires MATH 204 and (MATH 224 or MATH 225) and (MATH 302 or MATH 309) and MATH 226
  - MATH 204 Elementary Linear Algebra (shown above)
  - MATH 224 Multivariable Calculus and Geometry I (shown above)
  - MATH 225 Multivariable Calculus and Geometry II (shown above)
  - MATH 302 Introduction to Proofs Via Number Theory
    requires MATH 125 or MATH 135 or MATH 138
    - MATH 125 Calculus and Analytic Geometry II (shown above)
    - MATH 135 Calculus II Honors (shown above)
    - MATH 138 Accelerated Calculus (shown above)
  - MATH 309 Introduction to Proof in Discrete Mathematics
  - MATH 226 Limits and Infinite Series
    requires MATH 125 or MATH 135 or MATH 138
    - MATH 125 Calculus and Analytic Geometry II (shown above)
    - MATH 135 Calculus II Honors (shown above)
    - MATH 138 Accelerated Calculus (shown above)
CSCI 140 Programming Fundamentals in C++
requires MATH 112 or MATH 115 or MATH 124 or MATH 125 or MATH 156 or MATH 204 or MATH 114 or Precalculus AP Exam (AP65), score 3 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus (PC), score 1.70 or Pre-Calculus 1 (PC1), score 1.70 or Pre-Calculus 2 (PC2), score 1.70 or College Algebra (CA), score 1.70 or MPT General - Scaled Score, score 152 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55
- MATH 112 Functions and Algebraic Methods
  requires MPT - Advanced - Scaled Score, score 143 or MATH 099 (minimum grade YP) or College Algebra (CA), score 1.70 or Intermediate Algebra (IA), score 1.70 or MPT General - Scaled Score, score 148 or ALEKS Math Placement Assessmnt, score 35 or Precalculus AP Exam (AP65), score 2 or MATH 197C (minimum grade S) or MATH 109 (minimum grade S)
  - MATH 099 Introductory Algebra
    requires ALEKS Math Placement Assessmnt, score 1
  - MATH 197C Support Topics for Functions and Algebraic Methods
    requires ALEKS Math Placement Assessmnt, score 30
  - MATH 109 Support for Functions and Algebraic Methods
    requires ALEKS Math Placement Assessmnt, score 30
- MATH 115 Precalculus II
  requires MATH 114 or Precalculus AP Exam (AP65), score 4 or ALEKS Math Placement Assessmnt, score 65
  - MATH 114 Precalculus I
    requires MPT General - Scaled Score, score 153 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or MATH 112 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70
    - MATH 112 Functions and Algebraic Methods (shown above)
- MATH 124 Calculus and Analytic Geometry I
  requires MPT - Advanced - Scaled Score, score 153 or MATH 115 or MATH 118 or Precalculus AP Exam (AP65), score 5 or Calculus BC AP Exam (AP68), score 3 or Calculus AB AP Exam (AP66), score 2 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus 2 (PC2), score 2.30 or ALEKS Math Placement Assessmnt, score 80
  - MATH 115 Precalculus II (shown above)
  - MATH 118 Accelerated Precalculus
    requires MPT General - Scaled Score, score 158 or MPT - Advanced - Scaled Score, score 149 or Precalculus AP Exam (AP65), score 4 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or ALEKS Math Placement Assessmnt, score 70
- MATH 125 Calculus and Analytic Geometry II (shown above)
- MATH 156 Algebra With Applications to Business and Economics
  requires MPT General - Scaled Score, score 152 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70 or MATH 112
  - MATH 112 Functions and Algebraic Methods (shown above)
- MATH 204 Elementary Linear Algebra (shown above)
- MATH 114 Precalculus I
  requires MPT General - Scaled Score, score 153 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or MATH 112 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70
  - MATH 112 Functions and Algebraic Methods (shown above)
CSCI 141 Computer Programming I
requires MATH 112 or MATH 114 or MATH 115 or MATH 118 or MATH 124 or MATH 125 or MATH 134 or MATH 138 or MATH 156 or MATH 204 or Pre-Calculus 1 (PC1), score 1.70 or Precalculus AP Exam (AP65), score 3 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus (PC), score 1.70 or Pre-Calculus 2 (PC2), score 1.70 or College Algebra (CA), score 1.70 or MPT General - Scaled Score, score 152 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55
- MATH 112 Functions and Algebraic Methods (shown above)
- MATH 114 Precalculus I (shown above)
- MATH 115 Precalculus II (shown above)
- MATH 118 Accelerated Precalculus
  requires MPT General - Scaled Score, score 158 or MPT - Advanced - Scaled Score, score 149 or Precalculus AP Exam (AP65), score 4 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or ALEKS Math Placement Assessmnt, score 70
- MATH 124 Calculus and Analytic Geometry I (shown above)
- MATH 125 Calculus and Analytic Geometry II (shown above)
- MATH 134 Calculus I Honors
  requires MATH 115 (minimum grade A) or MATH 118 (minimum grade A) or Math Placement - Advanced 2, score 20 or Precalculus AP Exam (AP65), score 5
  - MATH 115 Precalculus II (shown above)
  - MATH 118 Accelerated Precalculus (shown above)
- MATH 138 Accelerated Calculus (shown above)
- MATH 156 Algebra With Applications to Business and Economics (shown above)
- MATH 204 Elementary Linear Algebra (shown above)
MATH 307 Mathematical Computing

From Banner's catalog for Spring 2027. Banner lists only the requisites it enforces, so check the catalog entry too.

Required by (0)

No course lists it as a prerequisite.

Syllabi and course websites

None listed yet.

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Instructors

Instructor	Sections	Terms
Noguchi, Kimihiro	3	Spring 2023 to Winter 2027
Anderson, Amy	2	Winter 2024 to Winter 2026
Piyadi Gamage, Ramadha	2	Spring 2021 to Spring 2022

Every offering in the listed terms (7 sections)

Term	CRN	Type	Meets	Instructor	Enrolled	Delivery
Winter 2027	12174	Lecture	MTRF 3:00pm-3:50pm · HH 101	Noguchi, Kimihiro	0/30	Face to Face Instruction
Winter 2026	12472	Lecture	MTRF 2:00pm-2:50pm · BH 215	Anderson, Amy	18/20	Face to Face Instruction
Winter 2025	12999	Lecture	MTR 2:00pm-2:50pm · HH 112 F 2:00pm-2:50pm · HH 233	Noguchi, Kimihiro	21/24	Face to Face Instruction
Winter 2024	13927	Lecture	MTRF 2:00pm-2:50pm · BH 225	Anderson, Amy	11/35	Face to Face Instruction
Spring 2023	21754	Lecture	MTRF 9:00am-9:50am · BH 215	Noguchi, Kimihiro	14/35	Face to Face Instruction
Spring 2022	21929	Lecture	MTRF 9:00am-9:50am · HH 101	Piyadi Gamage, Ramadha	21/30	Face to Face Instruction
Spring 2021	22133	Lecture	TBA · REMOTE ASNC	Piyadi Gamage, Ramadha	18/35	Face to Face Instruction