# Stratified sampling

## Papers overview

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2016

2016

- ICML
- 2016

This paper investigates the practice of non-uniformly sampling records from a database. The goal is to evaluate future aggregateâ€¦Â (More)

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2013

2013

- ICML
- 2013

Analyzing data sets of billions of records has now become a regular task in many companies and institutions. In the statisticalâ€¦Â (More)

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2008

2008

- IEEE 24th International Conference on Dataâ€¦
- 2008

We consider the problem of estimating the result of an aggregate query with a very low selectivity. Traditional samplingâ€¦Â (More)

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2007

Highly Cited

2007

- ACM Trans. Database Syst.
- 2007

The ability to approximately answer aggregation queries accurately and efficiently is of great benefit for decision support andâ€¦Â (More)

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2006

2006

- 2006

This paper considers optimum allocation in multivariate stratified sampling as a problem of the multi-objective optimisation ofâ€¦Â (More)

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2006

2006

- 2006

In two-phase sampling, the second-phase sample is often a stratified sample based on the information observed in the first-phaseâ€¦Â (More)

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2006

2006

- Rel. Eng. & Sys. Safety
- 2006

In many computer experiments the adequacy of a given sample to give acceptable statistical estimates cannot be determined aâ€¦Â (More)

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Highly Cited

1999

Highly Cited

1999

- ACM Trans. Softw. Eng. Methodol.
- 1999

A new approach to software reliability estimation is presented that combines operational testing with stratified sampling inâ€¦Â (More)

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1996

Highly Cited

1996

- SIGGRAPH
- 1996

central limit theorem predicts a variance of the mean of O(N -1). Stratified sampling can further reduce the variance of the meâ€¦Â (More)

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1995

Highly Cited

1995

- SIGGRAPH
- 1995

We present an algorithm for generating uniformly distributed random samples from arbitrary spherical triangles. The algorithm isâ€¦Â (More)

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