MTH 380
Probability and Statistics I
Probability and Statistics I: Descriptive statistics. Probability (Laws of probability. Conditional probability. Discrete probability distributions (binomial, hypergeometric, Poisson). Continuous probability distributions, Normal, t-exponential, x². Applications of discrete and continuous distributions. Sampling distributions (sample mean, sample proportion, difference between two samples, difference between two sample proportions). Sampling distribution concerning mean variance and proportion for one or two populations. Estimation for large and small samples. Hypothesis testing concerning mean, variance and proportion for one or two populations, (large samples and small samples) including paired data testing.
MTH 380 Requisite Information:
MTH 380 Let's You Take:
Prerequisites: MTH 131 or MTH 207; Antirequisites: MTH 410 and MTH 304
- BLG 610 - Data Science for Biology
- BMS 770 - Medical Epidemiology
- CPS 521 - Introduction to Data Science
- CPS 707 - Software Verification and Validation
- CPS 721 - Artificial Intelligence I
- CPS 803 - Machine Learning
- CPS 824 - Reinforcement Learning
- CPS 843 - Introduction to Computer Vision
- CPS 844 - Data Mining
- CPS 870 - Applied Natural Language Processing
- MTH 404 - Statistics
- MTH 480 - Probability and Statistics II
- MTH 642 - Data Analytics: Advanced Methods
- MTH 707 - Modelling and Searching Networks
- PCS 335 - Thermodynamics and Statistical Physics
- PCS 352 - Nuclear Physics/Radiation Protection
- PCS 810 - Complex Networks and Applications
Prerequisites: MTH 131 or MTH 207; Antirequisites: MTH 410 and MTH 304
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