Describe the concepts of various parameter estimation method

Assignment Help Computer Engineering
Reference no: EM132339762

LOGIC, PROBABILITY AND STATISTICS

This course will introduce students to the fundamentals of logic, probability and statistics as well as the use of the three in information systems applications. The course is divided into two separate parts: the first part covers Logic, and the second part covers Probability and Statistics.

Course Objectives:

• Students will learn how to formalize information and how to reason to produce logical conclusions

• Students will learn the fundamental concepts and applications of probability and statistics including: theory of distribution of random variables, the basic theory and techniques of parameter estimation and tests of hypotheses.

• After learning this course, students will be expected to perform statistical analyses for small samples and use popular statistics packages such as SAS, SPSS, S-Plus, R, or Matlab, to perform simple and sophisticated analyses for large samples.

Expected Learning outcomes:

Upon successful completion of this course, students should be:

• Knowledge

o Able to explain the fundamental concepts of logic, probability, and statistics.

o Able to reason systematically to produce logical conclusions.

o Able to describe several well-known distributions, including Binomial, Geometrical, Negative Binomial, Pascal, Normal and Exponential Distribution.

o Able to describe the concepts of various parameter estimation methods, like method of moments, maximum likelihood estimation and confidence intervals.

• Skills

o Able to apply the central limit theorem to sampling distribution

o Able to use estimation techniques to determine point estimates, confidence intervals, and sample size.

o Able to apply the appropriate Chi-squared tests for independence and goodness of fit

o Able to perform and analyze hypotheses tests of means, proportions and variances using both onesampled and two-sampled data sets.

o Able to implement the analyses in SAS, S-PLUS, R or MATLAB

• Attitudes

o Able to solve problems independently

o Able to appreciate the diversity of the applications of central limit theorem

o Able to appreciate the diversity of the applications of hypothesis testing

Reference no: EM132339762

Questions Cloud

Explain difference and why kurosawa made these adaptations : The successive points of view, which are an integral part in both works, result in. Explain the difference and why Kurosawa made these adaptations.
Zora neale hurston sweat : Who can type a 5 page research paper on Zora Neale Hurston's "Sweat?"
Properly formatted and written on suitable software : The Screenplay Page assignment is the first page of your script, properly formatted and written on suitable software. Celtx. The industry standard free option.
Relative importance of different pieces of course content : Evaluate relative importance of different pieces of course content to the content as a whole. Evaluate different possible responses to questions about course.
Describe the concepts of various parameter estimation method : LOGIC, PROBABILITY AND STATISTICS -Level 1-NATIONAL COUNCIL FOR HIGHER EDUCATION-BACHELOR OF INFORMATION SYSTEMS.
Define the techniques of an information systems security : SECURITY IN INFORMATION SYSTEMS-Level 2-Introduce the basics of an information systems security and the terminologies used in information security circles.
Any role in creating children with traits that it prefers : Do You Think It Is Moral For The Government To Have Any Role In The Creating Children With Traits That It Prefers?
Paying special attention to how author presents his ideas : First, read your chosen text more than once. Examine the text closely, paying special attention to how the author presents his ideas.
Analyze the appeal and purpose of art in our everyday world : Analyze the appeal and purpose of art in our everyday world by. what its "aims" or purposes are. Identify art in our everyday world

Reviews

Write a Review

Computer Engineering Questions & Answers

  Mathematics in computing

Binary search tree, and postorder and preorder traversal Determine the shortest path in Graph

  Ict governance

ICT is defined as the term of Information and communication technologies, it is diverse set of technical tools and resources used by the government agencies to communicate and produce, circulate, store, and manage all information.

  Implementation of memory management

Assignment covers the following eight topics and explore the implementation of memory management, processes and threads.

  Realize business and organizational data storage

Realize business and organizational data storage and fast access times are much more important than they have ever been. Compare and contrast magnetic tapes, magnetic disks, optical discs

  What is the protocol overhead

What are the advantages of using a compiled language over an interpreted one? Under what circumstances would you select to use an interpreted language?

  Implementation of memory management

Paper describes about memory management. How memory is used in executing programs and its critical support for applications.

  Define open and closed loop control systems

Define open and closed loop cotrol systems.Explain difference between time varying and time invariant control system wth suitable example.

  Prepare a proposal to deploy windows server

Prepare a proposal to deploy Windows Server onto an existing network based on the provided scenario.

  Security policy document project

Analyze security requirements and develop a security policy

  Write a procedure that produces independent stack objects

Write a procedure (make-stack) that produces independent stack objects, using a message-passing style, e.g.

  Define a suitable functional unit

Define a suitable functional unit for a comparative study between two different types of paint.

  Calculate yield to maturity and bond prices

Calculate yield to maturity (YTM) and bond prices

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd