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Publications Influence

Space-filling Latin hypercube designs based on randomization restrictions in factorial experiments

- P. Ranjan, Neil Spencer
- Mathematics
- 1 May 2013

Latin hypercube designs (LHDs) with space-filling properties are widely used for emulating computer simulators. Over the last three decades, a wide spectrum of LHDs have been proposed with… Expand

9- PDF

Probabilistic Interpretations of Recurrent Neural Networks

In the presence of unsupervised sequential data, such as long passages of text with no labels, RNNs can model the generative process of the sequential data by learning to estimate the distribution of… Expand

6- PDF

Projective Sparse Latent Space Network Models

- Neil Spencer, C. Shalizi
- Computer Science
- 27 September 2017

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Overcoming the multiple‐testing problem when testing randomness

- Neil Spencer
- Mathematics
- 1 September 2009

We propose a new method for overcoming the problem of adjusting for the multiple-testing problem in the context of testing random-number generators. We suggest that it is to be used in conjunction… Expand

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A Unified Approach to Factorial Designs with Randomization Restrictions

- P. Ranjan, Neil Spencer
- Mathematics
- 1 March 2013

Abtsrcat Factorial designs are commonly used to assess the impact of factors and factor combinations in industrial and agricultural experiments. Though preferred, complete randomization of trials is… Expand

A Bayesian Hierarchical Model for Evaluating Forensic Footwear Evidence.

- Neil Spencer, Jared Murray
- Mathematics, Computer Science
- 12 June 2019

TLDR

2- PDF

Projective, Sparse, and Learnable Latent Position Network Models

- Neil Spencer, C. Shalizi
- Mathematics
- 27 September 2017

When modeling network data using a latent position model, it is typical to assume that the nodes' positions are independently and identically distributed. However, this assumption implies the average… Expand

4- PDF

Isomorphism Check Algorithm for Two-level Factorial Designs with Randomization Restrictions

- Neil Spencer, P. Ranjan, F. Mendivil
- Mathematics
- 14 October 2013

Multistage factorial designs with randomization restrictions are often used for designing industrial experiments when complete randomization of their trials is impractical. Ranjan, Bingham and Dean… Expand

DrSMC : a sequential Monte Carlo sampler for deterministic relationships on continuous random variables

- Neil Spencer
- Computer Science
- 2015

TLDR

Isomorphism Check for $2^n$ Factorial Designs with Randomization Restrictions

- Neil Spencer, P. Ranjan, F. Mendivil
- Computer Science
- 14 October 2013

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