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Design and Analysis

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The article was published on 2010-01-01. It has received 714 citations till now.

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Fast prediction of deterministic functions using sparse grid experimental designs

TL;DR: In this paper, the authors proposed a space-filling random field model to solve the problem of high-dimensional space-invariant prediction. But, the problem is often seen in cases where the input of the expensive function is high dimensional.
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Seasonal stability of a flexible algal–cnidarian symbiosis in a highly variable temperate environment

TL;DR: Although the intertidal zonation of these symbionts was stable over an annual period, it is predicted that their spatial distributions will be responsive to longer-term environmental change, and it is anticipated that this anemone symbiosis will be a useful and highly tractable barometer for future climate change.
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One-Dimensional Plasmonic Sensors

TL;DR: In this paper, the generation of surface plasmon polaritons and the resonance conditions are described, and the physical quantities they detect are classified by their working principle, performance, and current development.
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Determination of Ochratoxin A in Bread: Evaluation of Microwave-Assisted Extraction Using an Orthogonal Composite Design Coupled with Response Surface Methodology

TL;DR: An analytical method using microwave assisted extraction (MAE) and liquid chromatography (LC) with fluorescence detection (FD) for the determination of ochratoxin A (OTA) in bread samples is described in this paper.
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Bayesian Optimal Design for Ordinary Differential Equation Models With Application in Biological Science

TL;DR: A new combination of a probabilistic solution to the equations embedded within a Monte Carlo approximation to the expected utility with cyclic descent of a smooth approximation to find the optimal design is proposed.
References
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Book

Statistical Power Analysis for the Behavioral Sciences

TL;DR: The concepts of power analysis are discussed in this paper, where Chi-square Tests for Goodness of Fit and Contingency Tables, t-Test for Means, and Sign Test are used.
Journal ArticleDOI

The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.

TL;DR: This article seeks to make theorists and researchers aware of the importance of not using the terms moderator and mediator interchangeably by carefully elaborating the many ways in which moderators and mediators differ, and delineates the conceptual and strategic implications of making use of such distinctions with regard to a wide range of phenomena.
Book

Using multivariate statistics

TL;DR: In this Section: 1. Multivariate Statistics: Why? and 2. A Guide to Statistical Techniques: Using the Book Research Questions and Associated Techniques.
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The CES-D Scale: A Self-Report Depression Scale for Research in the General Population

TL;DR: The CES-D scale as discussed by the authors is a short self-report scale designed to measure depressive symptomatology in the general population, which has been used in household interview surveys and in psychiatric settings.