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STATISTICAL INFERENCE ASSIGNMENT HELP | STATISTICAL INFERENCE HOMEWORK HELP

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A BRIEF OVERVIEW OF STATISTICAL INFERENCE

Statistical Inference is the process of deducing the underlying properties of a population through data analysis. Unlike descriptive statistics which basically involves summarizing data from a whole population, statistical Inferences make use of data obtained by random sampling of a population and analyzing it to deduce probable properties of the general population.

TYPES OF STATISTICAL INFERENCES

  • ANOVA
  • Confidence intervals
  • Regression analysis
  • Hypothesis testing
  • Pearson correlation
  • Chi-Square tests
     
    THE PROCEDURE OF CARRYING OUT A STATISTICAL INFERENCE
     
    1. Begin with a theory
    2. Create a research hypothesis
    3. Operationalize the variables
    4. Identify the population to which the study results should apply
    5. Formulate a null hypothesis for this population
    6. Accumulate samples from the population
    7. Conduct statistical analysis on the samples to see whether the sample properties adequately match the null hypothesis formulated for the population.
    Once the steps above have been completed, a conclusion which is known as a statistical proposition is arrived at. Some of the forms of a statistical proposition include:

    1. A Point Estimates
    2.  An Interval Estimates
    3. A Credible Interval
    4. Rejection Of A Hypothesis
    5. Classification Of Data Points Into Groups

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    Statistical Inference is a very vast topic and most of what student’s encounter is just a scratch on the surface. Therefore, that goes into carrying out a successful Statistical Inference and the bulk of the work lies in the data analysis part.

    If you are dealing with a small population, it might be a bit easier but when dealing with a large population, things might get really sour. Most of the statistical methods used in the analysis of data can be too complex for students to carry out effectively. In the analysis of a huge population, students may be required to make use of computer software which sometimes they are not familiar with.

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    SOME OF THE TOPICS COVERED BY OUR STATISTICAL INFERENCE HOMEWORK WRITING SERVICE

    • Statistical assumptions
    • Statistical hypothesis testing
    • Statistical decision theory
    • Design of experiments
    • Estimation theory
    • Survey sampling
    • ANOVA and regression
    • Summarizing statistical data
     
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