"DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models" - Information and Links:

DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models - Info and Reading Options

"DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models" and the language of the book is English.


“DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models” Metadata:

  • Title: ➤  DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models
  • Author: ➤  
  • Language: English

Edition Identifiers:

  • Internet Archive ID: DTIC_ADA597313

AI-generated Review of “DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models”:


"DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models" Description:

The Internet Archive:

Longitudinal data are important in exposure and risk assessments, especially for pollutants with long half-lives in the human body and where chronic exposures to current levels in the environment raise concerns for human health effects. It is usually difficult and expensive to obtain large longitudinal data sets for human exposure studies. This article reports a new simulation method to generate longitudinal data with flexible numbers of subjects and days. Mixed models are used to describe the variance-covariance structures of input longitudinal data. Based on estimated model parameters, simulation data are generated with similar statistical characteristics compared to the input data. Three criteria are used to determine similarity: the overall mean and standard deviation, the variance components percentages, and the average autocorrelation coefficients. Upon the discussion of mixed models, a simulation procedure is produced and numerical results are shown through one human exposure study. Simulations of three sets of exposure data successfully meet above criteria. In particular, simulations can always retain correct weights of inter- and intrasubject variances as in the input data. Autocorrelations are also well followed. Compared with other simulation algorithms, this new method stores more information about the input overall distribution so as to satisfy the above multiple criteria for statistical targets. In addition, it generates values from numerous data sources and simulates continuous observed variables better than current data methods. This new method also provides flexible options in both modeling and simulation procedures according to various user requirements.

Read “DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models”:

Read “DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models” by choosing from the options below.

Available Downloads for “DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models”:

"DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models" is available for download from The Internet Archive in "texts" format, the size of the file-s is: 10.62 Mbs, and the file-s went public at Wed Sep 19 2018.

Legal and Safety Notes

Copyright Disclaimer and Liability Limitation:

A. Automated Content Display
The creation of this page is fully automated. All data, including text, images, and links, is displayed exactly as received from its original source, without any modification, alteration, or verification. We do not claim ownership of, nor assume any responsibility for, the accuracy or legality of this content.

B. Liability Disclaimer for External Content
The files provided below are solely the responsibility of their respective originators. We disclaim any and all liability, whether direct or indirect, for the content, accuracy, legality, or any other aspect of these files. By using this website, you acknowledge that we have no control over, nor endorse, the content hosted by external sources.

C. Inquiries and Disputes
For any inquiries, concerns, or issues related to the content displayed, including potential copyright claims, please contact the original source or provider of the files directly. We are not responsible for resolving any content-related disputes or claims of intellectual property infringement.

D. No Copyright Ownership
We do not claim ownership of any intellectual property contained in the files or data displayed on this website. All copyrights, trademarks, and other intellectual property rights remain the sole property of their respective owners. If you believe that content displayed on this website infringes upon your intellectual property rights, please contact the original content provider directly.

E. Fair Use Notice
Some content displayed on this website may fall under the "fair use" provisions of copyright law for purposes such as commentary, criticism, news reporting, research, or educational purposes. If you believe any content violates fair use guidelines, please reach out directly to the original source of the content for resolution.

Virus Scanning for Your Peace of Mind:

The files provided below have already been scanned for viruses by their original source. However, if you’d like to double-check before downloading, you can easily scan them yourself using the following steps:

How to scan a direct download link for viruses:

  • 1- Copy the direct link to the file you want to download (don’t open it yet).
    • (a free online tool) and paste the direct link into the provided field to start the scan.
  • 2- Visit VirusTotal (a free online tool) and paste the direct link into the provided field to start the scan.
  • 3- VirusTotal will scan the file using multiple antivirus vendors to detect any potential threats.
  • 4- Once the scan confirms the file is safe, you can proceed to download it with confidence and enjoy your content.

Available Downloads

  • Source: Internet Archive
  • Internet Archive Link: Archive.org page
  • All Files are Available: Yes
  • Number of Files: 16
  • Number of Available Files: 16
  • Added Date: 2018-09-19 08:46:36
  • PPI (Pixels Per Inch): 300

Available Files:

1- Text PDF

  • File origin: original
  • File Format: Text PDF
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313.pdf
  • Direct Link: Click here

2- Metadata

  • File origin: original
  • File Format: Metadata
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_files.xml
  • Direct Link: Click here

3- Metadata

  • File origin: original
  • File Format: Metadata
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_meta.sqlite
  • Direct Link: Click here

4- Metadata

  • File origin: original
  • File Format: Metadata
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_meta.xml
  • Direct Link: Click here

5- Item Tile

  • File origin: original
  • File Format: Item Tile
  • File Size: 0.00 Mbs
  • File Name: __ia_thumb.jpg
  • Direct Link: Click here

6- Abbyy GZ

  • File origin: derivative
  • File Format: Abbyy GZ
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_abbyy.gz
  • Direct Link: Click here

7- chOCR

  • File origin: derivative
  • File Format: chOCR
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_chocr.html.gz
  • Direct Link: Click here

8- DjVuTXT

  • File origin: derivative
  • File Format: DjVuTXT
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_djvu.txt
  • Direct Link: Click here

9- Djvu XML

  • File origin: derivative
  • File Format: Djvu XML
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_djvu.xml
  • Direct Link: Click here

10- hOCR

  • File origin: derivative
  • File Format: hOCR
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_hocr.html
  • Direct Link: Click here

11- OCR Page Index

  • File origin: derivative
  • File Format: OCR Page Index
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_hocr_pageindex.json.gz
  • Direct Link: Click here

12- OCR Search Text

  • File origin: derivative
  • File Format: OCR Search Text
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_hocr_searchtext.txt.gz
  • Direct Link: Click here

13- Single Page Processed JP2 ZIP

  • File origin: derivative
  • File Format: Single Page Processed JP2 ZIP
  • File Size: 0.01 Mbs
  • File Name: DTIC_ADA597313_jp2.zip
  • Direct Link: Click here

14- Page Numbers JSON

  • File origin: derivative
  • File Format: Page Numbers JSON
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_page_numbers.json
  • Direct Link: Click here

15- Scandata

  • File origin: derivative
  • File Format: Scandata
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_scandata.xml
  • Direct Link: Click here

16- Archive BitTorrent

  • File origin: metadata
  • File Format: Archive BitTorrent
  • File Size: 0.00 Mbs
  • File Name: DTIC_ADA597313_archive.torrent
  • Direct Link: Click here

Search for “DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models” downloads:

Visit our Downloads Search page to see if downloads are available.

Find “DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models” in Libraries Near You:

Read or borrow “DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models” from your local library.

Buy “DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models” online:

Shop for “DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models” on popular online marketplaces.



Find "DTIC ADA597313: Simulation Of Longitudinal Exposure Data With Variance-Covariance Structures Based On Mixed Models" in Wikipdedia