Which is the effective sampling technique mostly used nowadays ?

14 November 2016 1 10K Report

Hello,

I would be implementing a sampling approach to get distributed samples from my bigger design space. I had been using latin hypercube sampling(LHS) for a while, and I am not really sure whether this is the efficient form of a sampling technique. I have read enough documents saying LHS is preferred over Monte-Carlo and vice-versa also. Is there any other effective sampling approach other than these ?

Aravind Sasikumar

Sorry for the late reply, and thanks a lot for such a descriptive answer. I have been using latin hypercube sampling, and it was working fine, and then I came to know about different other methods. Thanks for the links too

Badges
Science topic

More Aravind Sasikumar's questions See All

How I can find a validated questionnaire to measure "house money effect" in financial market (Likert scale)?

Is any validated questionnaire available to measure "House money effect" bias in the financial market (Likert scale)?

11 July 2024 6,772 4 View

How to obtain slope distribution of an AFM scan using Nanoscope?

I have AFM scans of a uniformly textured surface of 16x16um size. I would like to obtain the slope distribution of the surface using Nanoscope, as I plan on trying to relate this parameter to the...

10 April 2024 5,024 2 View

Can ammonium tungstate be synthesized by reacting tungsten trioxide with ammonium hydroxide?

Came across this reaction in an online blog: WO3 + 2(NH3•H2O) -> (NH4)2WO4 + H2O Among the several methods to prepare ammonium tungstate, is this a feasible synthetic route? What are the...

23 August 2023 1,580 0 View

How to take innovation and research to the grass root level in India?

13 July 2023 6,991 4 View

How can agricultural graduates harness technology to drive digital transformation and sustainable agriculture?

Agricultural graduates can play in leveraging technology to propel digital transformation in the agriculture industry. By acquiring the necessary technologies, software, and skills, they can...

05 July 2023 1,082 4 View

How to draw bismuth ferrite structure?

i need to draw the 3d atomic structure of bismuth ferrite. i tried using vesta for the purpose. but I am not able to reduce the number of atoms in it. so how can I draw the structure like a cube?

22 May 2023 5,651 1 View

How to rectify convergence error?

i am new to the scaps simulation software. and I am trying to add a problem. then I run it and the software shows convergence error. how can I rectify it? i am using a p-i-n device

13 May 2023 7,280 0 View

For Praseodymium (III) Chloride what is the temperature and time to get homogenous solution? and dissolve is possible by using distilled water?

Please kindly notify me the time duration and temperature to get the homogenous solution.

31 January 2023 7,990 1 View

Can anyone please tell me whether linear sweep voltammetry and linear sweep anodic stripping voltammetry are same?

I would like to know the mechanism.

07 January 2023 992 4 View

Suggest the Agriculture related journals which are free of publication charges with Scopus 2022 list which is related to Agronomy?

Please suggest some Scopus indexed journals or NAAS above 6 rated journals related to the field of Agronomy.

16 October 2022 3,080 14 View

What are the fundamental ideas of Monte Carlo dimensionality estimation, compared to Rasch residuals PCA?

I read an interesting article from Christensen (2007): A Monte Carlo approach to unidimensionality testing in polytomous rasch models. But do you have some further thoughts or maybe other...

08 August 2024 4,245 0 View

RNA later for the preservation of RNA in fecal samples at room temperature for one day (37°C)?

I am planning to collect human fecal samples for metatranscriptomic analysis using MGI. These samples are from indigenous people living in a region with high temperatures. I will have access to a...

06 August 2024 1,367 3 View

"A Markov-like Model for Patient Progression"?

A Markov-like Model for Patient Progression" Markov Chain Monte Carlo (MCMC) Markov Chain Monte Carlo (MCMC) is a powerful computational technique used to draw samples from a probability...

05 August 2024 10,079 0 View

If we are using snowball sampling technique, how do we justify the true representativeness of the sample statistically? is there any statistical test?

Are there any statistical methods to justify your sampling technique using SPSS or AMOS?

05 August 2024 9,153 4 View

What are possible strategies can be used to analyze data under sequential explanatory mixed method approach?

Better ways to analyze the qualitative and quantitative data in a sequential explanatory mixed method approaches

04 August 2024 2,703 6 View

What is the best sampling strategy?

I am conducting a qualitative study that uses interviews to investigate the perceptions of teachers about a particular leadership practice and I am focusing on 3 schools which have a total number...

01 August 2024 8,457 10 View

Why 3 replicates for most biological assays? Is it enough to examine the data fits normal distribution?

Just bounced on me. Before statistically analysing significant difference, shouldn't we see if data fits normal distribution first? Is 3 replicates enough to testify the hypothesis of normal...

31 July 2024 8,141 13 View

Request for Advice: Starch Metabolism Research Project?

I am currently considering a research project focusing on a comparative analysis of starch metabolism in orchids and roses. I am particularly interested in identifying the types and quantities of...

30 July 2024 4,267 2 View

Can the limit of quantification (LOQ) of an analytical method fall outside its linear dynamic range, or must it always be within it?

Can an analytical method's limit of quantification (LOQ) be outside its linear dynamic range, or is it always required to be within it? Please provide a thorough explanation supported by verified...

29 July 2024 7,198 9 View

Pragmatic inquiry research design?

Employing a pragmatic inquiry research design, looking for published research using this method, employing qualitative research data collection methods of semi-structured interview and focus...

28 July 2024 540 2 View