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MATH 486 — PROBABILITY AND STATISTICAL INFERENCE III

5 credits CIM Verified
Data Science Mathematics
5
Objectives
18
Matches
0
Reviewed
12
Occupations
Your experience with this course
Top occupation matches for this course
37.2% Quality Control Systems Managers 4t
34.0% First-Line Supervisors of Productio 3t
36.9% Industrial-Organizational Psycholog 3t
36.1% Industrial Engineers 3t
47.4% Statisticians 3t

Learning Objectives & Matches

LO1 CIM

Calculate the probabilities and expected values associated to functions of multiple variables

5 O*NET task matches
Batch:
Order Clerks 4.0/5
32% ok

Compute total charges for merchandise or services and shipping charges.

Appraisers and Assessors of Re 4.7/5
31% ok

Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.

Customs and Border Protection 4.0/5
31% ok

Determine duty and taxes to be paid on goods.

Actuaries 3.0/5
30% ok

Determine policy contract provisions for each type of insurance.

First-Line Supervisors of Offi 4.0/5
30% ok

Compute figures such as balances, totals, or commissions.

LO2 CIM

Apply techniques of moment generating functions

2 O*NET task matches
Batch:
Financial Quantitative Analyst 4.4/5
34% ok

Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.

Industrial Engineers 3.4/5
30% ok

Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.

LO3 CIM

Use the maximum likelihood method to find estimators

1 O*NET task matches
Batch:
First-Line Supervisors of Reta 3.9/5
30% ok

Estimate consumer demand and determine the types and amounts of goods to be sold.

LO4 CIM

Investigate properties of a statistical estimator based on characteristics of bias, efficiency, consistency and sufficiency

10 O*NET task matches
Batch:
Statisticians 4.7/5
47% ok

Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.

Budget Analysts 4.1/5
41% ok

Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations.

Funeral Home Managers 3.5/5
39% ok

Evaluate the performance of vendors, contract employees, or other service providers to ensure quality and cost-efficiency.

Robotics Technicians 3.8/5
38% ok

Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality.

First-Line Supervisors of Reta 3.9/5
38% ok

Estimate consumer demand and determine the types and amounts of goods to be sold.

Regulatory Affairs Specialists 3.3/5
37% ok

Develop or track quality metrics.

Quality Control Systems Manage 4.0/5
37% ok

Collect and analyze production samples to evaluate quality.

Industrial-Organizational Psyc 4.0/5
37% ok

Assess employee performance.

Logistics Engineers 3.7/5
37% ok

Develop or maintain cost estimates, forecasts, or cost models.

Industrial Engineering Technol 3.7/5
37% ok

Compile and evaluate statistical data to determine and maintain quality and reliability of products.

LO5 CIM

Apply the Rao-Blackwell theorem to identify minimum variance unbiased estimators

0 O*NET task matches
Batch:
No O*NET task matches for this objective.
Source: Course learning outcomes from EWU's official Course Inventory Management (CIM) system. O*NET task matches are computed by comparing each learning outcome statement against every O*NET task statement using sentence-embedding similarity; faculty review confirms which matches count as preparation evidence.