پاورپوینت روش تحقیق 4 (pptx) 26 اسلاید
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روش تحقیق 4
Empirical Research
Empirical
Knowledge based on direct observation
Theory
Set of ideas which try to explain what we observe
Goal is to find support OR disprove
We can never prove!!
Theoretical diversity
The Process of Doing Research
First, select a topic
Good theory:
Has predictive power
Is simple & straightforward
Then, search the literature
Find out what others have done that may be applicable to your area of interest
The Process of Doing Research
Next, formulate hypotheses
Hypothesis: specific statement of expectation derived from theory
State the relationship between variables
Hypothesis testing is sometimes called confirmatory data analysis, in contrast to exploratory data analysis.
Common type of statistical hypotheses
Different type of error
a) type I error = rejection of H0, when H0 is actually true
b) type II error = failure to reject H0, when H0 is actually false
Example: Using the example of milk yield of dairy cows with a sample mean of 4300 kg
and standard deviation of 600 kg, determine the sample size required to find the sample
mean significantly different from 4000 kg, with the power of 0.80 and level of significance
of 0.05.