A Primer for Analyzing Nested Data : Multilevel Modeling in SPSS Using an Example from a REL Study. REL 2015-046 / Laura M. O'Dwyer and Caroline E. Parker.
Analyzing data that possess some form of nesting is often challenging for applied researchers or district staff who are involved in or in charge of conducting data analyses. This report provides a description of the challenges for analyzing nested data and provides a primer of how multilevel regress...
Saved in:
| Online Access: |
Full Text (via ERIC) |
|---|---|
| Main Authors: | , |
| Corporate Authors: | , , |
| Format: | eBook |
| Language: | English |
| Published: |
[Place of publication not identified] :
Distributed by ERIC Clearinghouse,
2014.
|
| Subjects: |
MARC
| LEADER | 00000nam a22000002u 4500 | ||
|---|---|---|---|
| 001 | b7876780 | ||
| 003 | CoU | ||
| 005 | 20150114100042.8 | ||
| 006 | m o d f | ||
| 007 | cr ||||||||||| | ||
| 008 | 141201s2014 xx |||| ot ||| | eng d | ||
| 035 | |a (ERIC)ed551064 | ||
| 035 | |a (MvI) 3B000000532955 | ||
| 040 | |a ericd |b eng |c MvI |d MvI | ||
| 099 | |a ED551064 | ||
| 100 | 1 | |a O'Dwyer, Laura M. | |
| 245 | 1 | 2 | |a A Primer for Analyzing Nested Data : |b Multilevel Modeling in SPSS Using an Example from a REL Study. REL 2015-046 / |c Laura M. O'Dwyer and Caroline E. Parker. |
| 264 | 1 | |a [Place of publication not identified] : |b Distributed by ERIC Clearinghouse, |c 2014. | |
| 300 | |a 1 online resource (23 pages) | ||
| 336 | |a text |b txt |2 rdacontent. | ||
| 337 | |a computer |b c |2 rdamedia. | ||
| 338 | |a online resource |b cr |2 rdacarrier. | ||
| 500 | |a Availability: Regional Educational Laboratory Northeast & Islands. Available from: Institute of Education Sciences. 555 New Jersey Avenue NW, Washington, DC 20208. Tel: 800-872-5327; Web site: http://ies.ed.gov/ncee/edlabs/. |5 ericd. | ||
| 500 | |a Abstractor: As Provided. |5 ericd. | ||
| 516 | |a Text (Reports, Research) | ||
| 520 | |a Analyzing data that possess some form of nesting is often challenging for applied researchers or district staff who are involved in or in charge of conducting data analyses. This report provides a description of the challenges for analyzing nested data and provides a primer of how multilevel regression modeling may be used to resolve these challenges. An illustration from the companion report, The correlates of academic performance for English language learner students in a New England district (REL 2014-020), is provided to show how multilevel modeling procedures are used and how the results are interpreted. "Step by step procedure for using the Advanced Statistics module of SPSS IBMStatistics" is appended. | ||
| 524 | |a Regional Educational Laboratory Northeast & Islands. |2 ericd. | ||
| 650 | 0 | 7 | |a Multiple Regression Analysis. |2 ericd. |
| 650 | 0 | 7 | |a Statistical Analysis. |2 ericd. |
| 650 | 0 | 7 | |a Data. |2 ericd. |
| 650 | 0 | 7 | |a Models. |2 ericd. |
| 650 | 0 | 7 | |a Hierarchical Linear Modeling. |2 ericd. |
| 650 | 0 | 7 | |a English Language Learners. |2 ericd. |
| 650 | 0 | 7 | |a Least Squares Statistics. |2 ericd. |
| 650 | 0 | 7 | |a Student Characteristics. |2 ericd. |
| 650 | 0 | 7 | |a Institutional Characteristics. |2 ericd. |
| 650 | 0 | 7 | |a Statistical Significance. |2 ericd. |
| 650 | 0 | 7 | |a Predictor Variables. |2 ericd. |
| 700 | 1 | |a Parker, Caroline E., |e author. | |
| 710 | 2 | |a Regional Educational Laboratory Northeast & Islands. | |
| 710 | 2 | |a National Center for Education Evaluation and Regional Assistance (U.S.) | |
| 710 | 2 | |a Education Development Center. | |
| 856 | 4 | 0 | |u http://files.eric.ed.gov/fulltext/ED551064.pdf |z Full Text (via ERIC) |
| 907 | |a .b78767805 |b 07-06-22 |c 01-15-15 | ||
| 998 | |a web |b 01-15-15 |c f |d m |e - |f eng |g xx |h 2 |i 1 | ||
| 956 | |a ERIC | ||
| 999 | f | f | |i d246c788-ff15-5d5a-84e3-c929316daabf |s 734597ba-3f24-578e-8083-584026f805c6 |
| 952 | f | f | |p Can circulate |a University of Colorado Boulder |b Online |c Online |d Online |e ED551064 |h Other scheme |i web |n 1 |