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Sampling Design
A. Thangamani ramalingam
PT, MSc(psy),PGDRM, ACspss MIAP
 Probability sampling
 Non probability sampling
Different types of sample design
Statistics is the science
of dealing with numbers
Multistage Sampling
Criteria for selecting sampling
procedure
 Inappropriate sampling
frame
 Defective measuring
device
 Non-respondents
 Indeterminancy principle
 Natural bias in the
reporting of data
 while selecting a sampling
procedure, researcher
must ensure that the
procedure causes a
relatively small sampling
error and helps to control
the systematic bias in a
better way.
Implications for sample design
 Sample size
 Selection of sample
 Less error
 Save time and money
steps in sampling design
 Type of universe
 Sampling unit
 sampling frame(source
list)
 Sample size
 Parameters of interest
 Financial constraints
 Procedure of sampling
characteristics of good sample
design
 A truly representative
sample
 Small sampling error
 No systematic bias
 Less fund used
 Generalizability of results
Sample design

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Sample design

  • 1. Sampling Design A. Thangamani ramalingam PT, MSc(psy),PGDRM, ACspss MIAP
  • 2.  Probability sampling  Non probability sampling Different types of sample design
  • 3. Statistics is the science of dealing with numbers
  • 4.
  • 5.
  • 7. Criteria for selecting sampling procedure  Inappropriate sampling frame  Defective measuring device  Non-respondents  Indeterminancy principle  Natural bias in the reporting of data  while selecting a sampling procedure, researcher must ensure that the procedure causes a relatively small sampling error and helps to control the systematic bias in a better way.
  • 8. Implications for sample design  Sample size  Selection of sample  Less error  Save time and money
  • 9. steps in sampling design  Type of universe  Sampling unit  sampling frame(source list)  Sample size  Parameters of interest  Financial constraints  Procedure of sampling
  • 10. characteristics of good sample design  A truly representative sample  Small sampling error  No systematic bias  Less fund used  Generalizability of results