Entri Blog
No Result
View All Result
Sunday, December 3, 2023
  • State PSC
    • Kerala PSC
      • Kerala PSC Exams
      • Kerala PSC Notification
      • Kerala PSC Exam Calender
      • Kerala PSC Previous Question papers
      • KAS Exam
      • KAS Previous Year Question papers
      • Kerala PSC VEO Notification
      • Kerala Police SI
      • Kerala PSC LDC Notification
      • Kerala PSC LP/UP Assistant
      • Kerala PSC Village Field Assistant Notification
      • Kerala PSC LD Typist Notification
      • Kerala PSC Food Safety Officer
      • Kerala PSC Excise Inspector Notification
      • Kerala PSC BDO Notification
      • Kerala PSC CPO Notification
      • Kerala PSC LGS Notification
    • TNPSC
    • APPSC
    • TSPSC
    • BPSC
    • Karnataka PSC
    • MPPSC
    • UPPSC
  • Banking
    • IBPS PO Notification
    • IBPS Clerk Notification
    • SBI PO Notification
    • SBI Clerk Notification
    • SBI SO Notification
    • SBI Apprentice Notification
    • Canara Bank PO Notification
    • Indian Bank PO Notification
    • RBI Assistant Notification
    • RBI Office Attendant Notification
    • IBPS RRB Notification
    • IBPS RRB Office Assistant Notification
  • Skilling
    • Coding
    • Spoken English
    • Stock Marketing
  • Courses
    • Data Science Course
      • Data Science Malayalam
      • Data Science Training in Kochi
      • Data Science Training in Trivandrum
      • Data Science Course in Calicut
      • Data Science Training in Thrissur
    • Full Stack Developer Course
      • Full Stack Development Malayalam
      • Full Stack Development Hindi
      • Full Stack Development Tamil
      • Full Stack Development Telugu
      • Full Stack Development Kannada
    • Stock Market Course
      • Stock Market Course in Malayalam
      • Stock Market Course in Tamil
      • Stock Market Course in Kannada
      • Options Trading Course
    • Spoken English Course
      • Spoken English Course in Malayalam
      • Spoken English Course in Hindi
      • Spoken English Course in Telugu
      • Spoken English Course in Tamil
      • Spoken English Course in Kannada
    • Python Programming Course
    • Quantity Surveying Course
    • Performance Marketing Course
    • Practical Accounting Course
      • Tally Course
      • Taxation Course
      • UAE Accounting
      • GST Course
    • Mern Stack Developer Course
      • Full Stack Developer Course in Kochi
      • Full Stack Developer Course in Trivandrum
      • Full Stack Developer Course in Calicut
      • Full Stack Developer Course in Pune
      • Full Stack Developer Course in Bangalore
      • Full Stack Developer Course in Hyderabad
      • Full Stack Developer Course in Chennai
      • Full Stack Developer Course in Indore
      • Full Stack Developer Course in Jaipur
      • Full Stack Developer Course in Coimbatore
    • Other Courses
      • Montessori Teacher Training
      • MEP Course
      • German Language Course
      • OET Coaching
      • Nurses Recruitment Abroad
      • Digital Marketing Training
      • ChatGPT Course
      • Forex Trading Course
      • Yoga Teacher Training Course
      • Oil and Gas Course
  • Others
    • Railway
    • SSC
    • GATE
    • MAT
    • KMAT
    • UPSC
    • TET
      • APTET
      • CTET
      • DSSSB
      • Karnataka TET
      • Kerala TET
      • KVS
      • MPTET
      • SUPER TET
      • TNTET
      • TSTET
      • UPTET
  • Aptitude Questions
  • Test Prep
    • PSC Coaching
      • KPSC Degree Level Exam Preparation
      • Kerala PSC 12th Level Exam Preparation
      • Kerala PSC 10th Level Exam Preparation
      • KAS Coaching
      • Kerala PSC LDC Coaching
      • Kerala PSC Fireman Coaching
      • KSFE Assistant Exam Preparation
      • Kerala PSC SI Exam Coaching
      • KTET Coaching
      • SET Coaching
      • Kerala PSC Lecturer in Diet Coaching
      • Khadi Board LDC Exam Preparation
      • LP/UP Assistant Exam Coaching
      • HSST Exam Preparation
      • HSA Exam Preparation
      • EMRS Coaching
      • University LGS Exam Preparation
      • University Assistant Exam Coaching
    • IELTS Training Online
    • Bank Exam Coaching Online
      • IBPS SO Online Coaching
      • IBPSC PO Online Coaching
      • IBPSC Clerk Online Coaching
      • SBI PO Coaching
      • SBI Clerk Online Coaching
      • RBI Grade B Coaching
      • RBI Assistant Coaching
    • UPSC Online Coaching
    • SSC Online Coaching
      • SSC JE Online Coaching
    • RRB JE Online Coaching
      • RRB Exams Coaching
    • CAT Online Coaching
    • GATE Online Coaching
Spoken English
Entri Blog
  • State PSC
    • Kerala PSC
      • Kerala PSC Exams
      • Kerala PSC Notification
      • Kerala PSC Exam Calender
      • Kerala PSC Previous Question papers
      • KAS Exam
      • KAS Previous Year Question papers
      • Kerala PSC VEO Notification
      • Kerala Police SI
      • Kerala PSC LDC Notification
      • Kerala PSC LP/UP Assistant
      • Kerala PSC Village Field Assistant Notification
      • Kerala PSC LD Typist Notification
      • Kerala PSC Food Safety Officer
      • Kerala PSC Excise Inspector Notification
      • Kerala PSC BDO Notification
      • Kerala PSC CPO Notification
      • Kerala PSC LGS Notification
    • TNPSC
    • APPSC
    • TSPSC
    • BPSC
    • Karnataka PSC
    • MPPSC
    • UPPSC
  • Banking
    • IBPS PO Notification
    • IBPS Clerk Notification
    • SBI PO Notification
    • SBI Clerk Notification
    • SBI SO Notification
    • SBI Apprentice Notification
    • Canara Bank PO Notification
    • Indian Bank PO Notification
    • RBI Assistant Notification
    • RBI Office Attendant Notification
    • IBPS RRB Notification
    • IBPS RRB Office Assistant Notification
  • Skilling
    • Coding
    • Spoken English
    • Stock Marketing
  • Courses
    • Data Science Course
      • Data Science Malayalam
      • Data Science Training in Kochi
      • Data Science Training in Trivandrum
      • Data Science Course in Calicut
      • Data Science Training in Thrissur
    • Full Stack Developer Course
      • Full Stack Development Malayalam
      • Full Stack Development Hindi
      • Full Stack Development Tamil
      • Full Stack Development Telugu
      • Full Stack Development Kannada
    • Stock Market Course
      • Stock Market Course in Malayalam
      • Stock Market Course in Tamil
      • Stock Market Course in Kannada
      • Options Trading Course
    • Spoken English Course
      • Spoken English Course in Malayalam
      • Spoken English Course in Hindi
      • Spoken English Course in Telugu
      • Spoken English Course in Tamil
      • Spoken English Course in Kannada
    • Python Programming Course
    • Quantity Surveying Course
    • Performance Marketing Course
    • Practical Accounting Course
      • Tally Course
      • Taxation Course
      • UAE Accounting
      • GST Course
    • Mern Stack Developer Course
      • Full Stack Developer Course in Kochi
      • Full Stack Developer Course in Trivandrum
      • Full Stack Developer Course in Calicut
      • Full Stack Developer Course in Pune
      • Full Stack Developer Course in Bangalore
      • Full Stack Developer Course in Hyderabad
      • Full Stack Developer Course in Chennai
      • Full Stack Developer Course in Indore
      • Full Stack Developer Course in Jaipur
      • Full Stack Developer Course in Coimbatore
    • Other Courses
      • Montessori Teacher Training
      • MEP Course
      • German Language Course
      • OET Coaching
      • Nurses Recruitment Abroad
      • Digital Marketing Training
      • ChatGPT Course
      • Forex Trading Course
      • Yoga Teacher Training Course
      • Oil and Gas Course
  • Others
    • Railway
    • SSC
    • GATE
    • MAT
    • KMAT
    • UPSC
    • TET
      • APTET
      • CTET
      • DSSSB
      • Karnataka TET
      • Kerala TET
      • KVS
      • MPTET
      • SUPER TET
      • TNTET
      • TSTET
      • UPTET
  • Aptitude Questions
  • Test Prep
    • PSC Coaching
      • KPSC Degree Level Exam Preparation
      • Kerala PSC 12th Level Exam Preparation
      • Kerala PSC 10th Level Exam Preparation
      • KAS Coaching
      • Kerala PSC LDC Coaching
      • Kerala PSC Fireman Coaching
      • KSFE Assistant Exam Preparation
      • Kerala PSC SI Exam Coaching
      • KTET Coaching
      • SET Coaching
      • Kerala PSC Lecturer in Diet Coaching
      • Khadi Board LDC Exam Preparation
      • LP/UP Assistant Exam Coaching
      • HSST Exam Preparation
      • HSA Exam Preparation
      • EMRS Coaching
      • University LGS Exam Preparation
      • University Assistant Exam Coaching
    • IELTS Training Online
    • Bank Exam Coaching Online
      • IBPS SO Online Coaching
      • IBPSC PO Online Coaching
      • IBPSC Clerk Online Coaching
      • SBI PO Coaching
      • SBI Clerk Online Coaching
      • RBI Grade B Coaching
      • RBI Assistant Coaching
    • UPSC Online Coaching
    • SSC Online Coaching
      • SSC JE Online Coaching
    • RRB JE Online Coaching
      • RRB Exams Coaching
    • CAT Online Coaching
    • GATE Online Coaching
No Result
View All Result
Entri Blog
Spoken Eng
  • HTML Tutorial
  • DSA Tutorials
  • Tutorials in Hindi
    • HTML Tutorial for Beginners in Hindi
    • Python Tutorial for Beginners in Hindi
    • GIT and GITHUB Tutorial for Beginners in Hindi
  • Tutorials in Tamil
    • JavaScript Tutorial in Tamil
  • Tutorials in Telugu
    • HTML Tutorial For Beginners in Telugu
    • CSS Tutorial for Beginners in Telugu
    • Bootstrap Tutorial for Beginner in Telugu
  • Tutorials in Kannada
    • HTML Tutorial For Beginners in Kannada
banner top article banner top article
Home Articles

Introduction to Sampling Techniques, Different Sampling Types

by Kiranlal VT
September 6, 2023
in Articles, Data Science and Machine Learning, Entri Skilling
Introduction to Sampling Techniques. Different Sampling Types
Share on FacebookShare on WhatsAppShare on Telegram

Sampling is the process of selecting a group of individuals from a population for studying. To study and characterize the whole population, sampling is used. It is a statistical tool that has implications in many fields. For example, if a student planning to conduct a project on social media influence among students in a specified area or an institution he can make use of the sampling methods. The population of his study area will be huge so he cannot complete the project on time by meeting all individuals in the population. SO here comes the help of sampling. He can take a sample from the population. This sample represents the whole population and can collect data from these samples and complete the project.

Join Entri and learn Data Science from experts

Sampling Techniques are of different types. It is based on the goal set, the sampling techniques are selected. The three key factors in sampling are Population, Sample, and Sampling frame. The population includes all the members of a specified group. This group is selected for the study. Sample means the observations selected from the population. The collection of data is done from the sample. Each sample will have different strengths based on the goal of the sample. The sampling frame means the information lies and defines the dimensions of the universe. Each sample selected must possess some characteristics. The sample must be representing the whole population. The sample must be unbiased and accurate. It must be reliable and the size of the sample must be adequate.

Different Sampling Techniques

There are a lot of sampling techniques that are used to collect data from a sample. These techniques are used to find out samples also. The selection of a sample from a huge population is based on sampling techniques. The sampling techniques can be divided into two subgroups. They are:

  1. Probability Sampling
  2. Non – Probability Sampling

Probability sampling is based on random selection. It helps to make statistical inferences. Probability sampling includes four types of techniques:

  • Simple Random Sampling
  • Cluster Sampling
  • Systematic Sampling
  • Stratified Random Sampling

Non-probability sampling is based on non-random selection. In non-probability sampling, the selection will be based on convenience or based on other criteria.

  • Convenience Sampling
  • Judgemental or Purposive Sampling
  • Snowball Sampling
  • Quota Sampling

The selection of Probability or non-probability sampling is based on various factors. It includes the scope of the study, the objective of the study, methods of collecting data, clarity in results, etc. Let us look at all these sampling techniques in detail.

  • Simple Random Sampling

In this type of sampling, there is a chance of each observation being selected from the population. So every observation the population has an equal chance of being selected. In this technique, all samples will be given numbers sequentially and selected numbers randomly.

  • Systematic Sampling

Systematic sampling is a technique where the researcher picks some observations from the population randomly and from that, the researcher selects each nth from the randomly selected items. If a researcher needs 25 samples from a population of 100, he will divide the total into 25 groups consisting of 4 observations and select the 4th from every group.

  • Stratified Random Sampling

In this type of sampling, the whole population is divided into homogeneous groups called strata. And from these strata, the final sample is selected by the researcher. This enables an equal opportunity for the representation of all members.

  • Cluster Sampling

In this technique also the whole population is divided into different clusters. Researchers use simple random sampling or systematic random sampling techniques to select random groups for data collection.

  • Convenience Sampling

This is a non-probability sampling method. In this sampling technique, the sample is selected for convenience. The willingness of individuals to participate in the survey. The result may be biased and inaccurate because convenience is the key to this technique. Non-probability sampling techniques as a whole may be inaccurate.

  • Quota Sampling

In this technique, the whole population is divided into subgroups. These subgroups are divided based on some traits, features, or interests. The researcher selects a sample from each subgroup.

  • Judgment Sampling

In this sampling technique, the judgment of the researcher is used to find out the samples. The judgment or purpose of the researcher helps in the selection of the sample. This will help in saving time and also money.

  • Snowball Sampling

In this sampling technique, the existing observations are asked to suggest new observations for the selection of the sample. This will increase the size of the sample like the snowball rolling. This is a method commonly used in social science

Join Entri for Data Science courses and Placements

Conclusion

Sampling techniques are used to find out particular details by using a survey. It is impossible to directly go to the whole population and collect data. For example the election surveys. There is a huge number of voters in a constituency and the researchers select a group of people from each booth and ask questions, based on this they publish results. These are sampling techniques and their types.

Share95SendShare

Kiranlal VT

Related Posts

Kerala PSC ICDS Supervisor Exam Date 2023-2024
Articles

Kerala PSC ICDS Supervisor Exam Date 2023-2024

November 29, 2023
Top 10 Revit Interview Questions
Articles

Top 10 Revit Interview Questions & Answers (2024 Update)

November 29, 2023
MEP Engineer 2024
Articles

How to Become an MEP Engineer 2024: Experts Guide

November 29, 2023
Next Post
How to Use Data Science for Stock Market Analysis?

How to Use Data Science for Stock Market Analysis?

More to Explore

  1. What is Data Interpretation? Methods and Benefits
  2. How Apple Uses AI, Data Science, And ML
  3. How Netflix Uses AI, Data Science, And ML
  4. What is the Scope for Data Science in Kerala
  5. What is Data Modeling? Basic Concepts and Types
  6. How to Build a Career in Data Science and Analytics?
  7. Naive Bayes Classifier in Machine Learning
  8. 100 Machine Learning Interview Questions and Answers

Free Tutorials For You

  1. SQL Tutorial for Beginners PDF
  2. Python Tutorial for Beginners in Hindi
  3. GIT and GITHUB Tutorial for Beginners in Hindi
  4. HTML Exercises to Practice
  5. JavaScript Tutorial in Tamil
  6. DSA Practice Series
  7. Microsoft Excel Malayalam Tutorial
  8. Learn Bootstrap in Tamil
  9. Introduction to CSS in Malayalam
  10. Introduction to JavaScript in Malayalam
  11. Java Programming Notes PDF
  12. Introduction to HTML in Malayalam

Data Science & Python Training in Different Cities

  1. Data Science Course in Kochi
  2. Data Science Course in Trivandrum
  3. Data Science Course in Calicut
  4. Data Science Course in Thrissur
  5. Python Training in Kochi
  6. Python Training in Trivandrum
  7. Python Training in Calicut

More to Learn

  1. Top 200 Data Engineer Interview Questions & Answers
  2. Top 12 Data Science Final Year Project Ideas
  3. Salary of Data Scientist – State Wise in India
  4. Top 100 Data Science Interview Questions and Answers
  5. Exploratory Data Analysis Techniques: Know the Difference
  6. Data Science Vs Data Analytics
  7. Artificial Intelligence and Machine Learning
  8. What is Logistic Regression in Machine Learning?
  9. Understanding Machine Learning Basics

Courses

  • Data Science Course
  • Full Stack Developer Course
  • Data Science Course in Malayalam
  • Full Stack Developer Course in Malayalam
  • Full Stack Developer Course in Hindi
  • Full Stack Developer Course in Tamil
  • Full Stack Developer Course in Telugu
  • Full Stack Developer Course in Kannada
  • Python Programming Course
  • Practical Accounting Course
  • Quantity Surveying Course
  • Stock Market Course
  • Stock Market Course in Malayalam
  • Stock Market Course in Tamil
  • Stock Market Course in Kannada
  • Options Trading Course

Company

  • Become a teacher
  • Login to Entri Web

Spoken English Courses

  • Spoken English Course
  • Spoken English Course in Malayalam
  • Spoken English Course in Hindi
  • Spoken English Course in Tamil
  • Spoken English Course in Telugu
  • Spoken English Course in Kannada
  • Spoken English Course for Housewives
  • Spoken English Course for Working Professionals
  • Spoken English Course for School Students
  • Spoken English Course for College Students
  • Spoken English Course for Job Seekers
  • AI Powered Spoken English Course

Quick Links

  • Aptitude Questions
  • Articles
  • Videos
  • Entri Daily Quiz Practice
  • Current Affairs & GK
  • News Capsule – eBook
  • Preparation Tips
  • Kerala PSC Gold
  • Entri Skilling
  • Kerala PSC

Other Courses

  • OET Coaching Classes
  • Nurse Recruitment Abroad
  • Forex Trading Course
  • Montessori Teachers Training
  • Performance Marketing Course
  • German Language Course
  • MEP Course
  • Oil and Gas Course Online
  • Yoga Teacher Training Course
  • Digital Marketing Course
  • German Language A1 Course
  • German Language A2 Course
  • German Language B1 Course
  • German Language B2 Course

Popular Exam

  • IBPS Exam
  • SBI Exam
  • Railway RRB Exam
  • Kerala PSC
  • Tamil Nadu PSC
  • Telangana PSC
  • Andhra Pradesh PSC
  • MPPSC
  • UPPSC
  • Karnataka PSC
  • Staff Selection Commission Exam

© 2023 Entri.app - Privacy Policy | Terms of Service

No Result
View All Result
  • State PSC
    • Kerala PSC
      • Kerala PSC Exams
      • Kerala PSC Notification
      • Kerala PSC Exam Calender
      • Kerala PSC Previous Question papers
      • KAS Exam
      • KAS Previous Year Question papers
      • Kerala PSC VEO Notification
      • Kerala Police SI
      • Kerala PSC LDC Notification
      • Kerala PSC LP/UP Assistant
      • Kerala PSC Village Field Assistant Notification
      • Kerala PSC LD Typist Notification
      • Kerala PSC Food Safety Officer
      • Kerala PSC Excise Inspector Notification
      • Kerala PSC BDO Notification
      • Kerala PSC CPO Notification
      • Kerala PSC LGS Notification
    • TNPSC
    • APPSC
    • TSPSC
    • BPSC
    • Karnataka PSC
    • MPPSC
    • UPPSC
  • Banking
    • IBPS PO Notification
    • IBPS Clerk Notification
    • SBI PO Notification
    • SBI Clerk Notification
    • SBI SO Notification
    • SBI Apprentice Notification
    • Canara Bank PO Notification
    • Indian Bank PO Notification
    • RBI Assistant Notification
    • RBI Office Attendant Notification
    • IBPS RRB Notification
    • IBPS RRB Office Assistant Notification
  • Skilling
    • Coding
    • Spoken English
    • Stock Marketing
  • Courses
    • Data Science Course
      • Data Science Malayalam
      • Data Science Training in Kochi
      • Data Science Training in Trivandrum
      • Data Science Course in Calicut
      • Data Science Training in Thrissur
    • Full Stack Developer Course
      • Full Stack Development Malayalam
      • Full Stack Development Hindi
      • Full Stack Development Tamil
      • Full Stack Development Telugu
      • Full Stack Development Kannada
    • Stock Market Course
      • Stock Market Course in Malayalam
      • Stock Market Course in Tamil
      • Stock Market Course in Kannada
      • Options Trading Course
    • Spoken English Course
      • Spoken English Course in Malayalam
      • Spoken English Course in Hindi
      • Spoken English Course in Telugu
      • Spoken English Course in Tamil
      • Spoken English Course in Kannada
    • Python Programming Course
    • Quantity Surveying Course
    • Performance Marketing Course
    • Practical Accounting Course
      • Tally Course
      • Taxation Course
      • UAE Accounting
      • GST Course
    • Mern Stack Developer Course
      • Full Stack Developer Course in Kochi
      • Full Stack Developer Course in Trivandrum
      • Full Stack Developer Course in Calicut
      • Full Stack Developer Course in Pune
      • Full Stack Developer Course in Bangalore
      • Full Stack Developer Course in Hyderabad
      • Full Stack Developer Course in Chennai
      • Full Stack Developer Course in Indore
      • Full Stack Developer Course in Jaipur
      • Full Stack Developer Course in Coimbatore
    • Other Courses
      • Montessori Teacher Training
      • MEP Course
      • German Language Course
      • OET Coaching
      • Nurses Recruitment Abroad
      • Digital Marketing Training
      • ChatGPT Course
      • Forex Trading Course
      • Yoga Teacher Training Course
      • Oil and Gas Course
  • Others
    • Railway
    • SSC
    • GATE
    • MAT
    • KMAT
    • UPSC
    • TET
      • APTET
      • CTET
      • DSSSB
      • Karnataka TET
      • Kerala TET
      • KVS
      • MPTET
      • SUPER TET
      • TNTET
      • TSTET
      • UPTET
  • Aptitude Questions
  • Test Prep
    • PSC Coaching
      • KPSC Degree Level Exam Preparation
      • Kerala PSC 12th Level Exam Preparation
      • Kerala PSC 10th Level Exam Preparation
      • KAS Coaching
      • Kerala PSC LDC Coaching
      • Kerala PSC Fireman Coaching
      • KSFE Assistant Exam Preparation
      • Kerala PSC SI Exam Coaching
      • KTET Coaching
      • SET Coaching
      • Kerala PSC Lecturer in Diet Coaching
      • Khadi Board LDC Exam Preparation
      • LP/UP Assistant Exam Coaching
      • HSST Exam Preparation
      • HSA Exam Preparation
      • EMRS Coaching
      • University LGS Exam Preparation
      • University Assistant Exam Coaching
    • IELTS Training Online
    • Bank Exam Coaching Online
      • IBPS SO Online Coaching
      • IBPSC PO Online Coaching
      • IBPSC Clerk Online Coaching
      • SBI PO Coaching
      • SBI Clerk Online Coaching
      • RBI Grade B Coaching
      • RBI Assistant Coaching
    • UPSC Online Coaching
    • SSC Online Coaching
      • SSC JE Online Coaching
    • RRB JE Online Coaching
      • RRB Exams Coaching
    • CAT Online Coaching
    • GATE Online Coaching

© 2023 Entri.app - Privacy Policy | Terms of Service