The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller,...

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The following protocol was used for running the SPSS General Linear Mixed Model with Random and Fixed Effects for the publication: Badwal, A., Borgstrom, M., Samlan, R. A., & Miller, J. E. (2020, March 12). Middle Age, a Key Time Point for Changes in Birdsong and Human Voice. Behavioral Neuroscience. Advance online publication. http:// dx.doi.org/10.1037/bne0000363 For questions: contact Julie E. Miller, PI: [email protected]

Transcript of The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller,...

Page 1: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

The following protocol was used for running the SPSS General Linear Mixed Model with Random and Fixed Effects for the publication:Badwal, A., Borgstrom, M., Samlan, R. A., & Miller, J. E. (2020, March 12). Middle Age, a Key Time Point for Changes in Birdsong and Human Voice. Behavioral Neuroscience. Advance online publication. http://dx.doi.org/10.1037/bne0000363

For questions: contact Julie E. Miller, PI: [email protected]

Page 2: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’ STEP 2

Note that if you want to look at Age in days post hatch then you need to add it in the covariate box.

Page 3: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

STEP 3-FIXED TAB STEP 4-RANDOM TAB

Page 4: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

STEP 5-ESTIMATION TAB-NO CHANGE STEP 6-STATISTICS TAB STEP 7-EM MEANS TAB

Page 5: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

STEP 8- SAVE TAB-SAVING RESIDUALS TO THEN GRAPH TO MAKE SURE THEY FALL IN A NORMAL DISTRIBUTION INDICATINGTHAT YOUR DATA FITS THE MODEL

Page 6: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

If you want to look exclusively at one syllable type only-

You can select cases (Data->Select Cases...->"If condition is satisfied"->If...SyllableType="Harmonic"). Make sure "SyllableType" is the right variable and "Harmonic" is spelled indicated.

Page 7: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

To take values and log transform them, go to ‘Transform’ and ‘Compute Variable’ …

Page 8: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

Go to ‘File’ and ‘New Syntax’ to open the coding window. Syntax Code in SPSS lets you determine if there is a significant interaction with age by syllable type (harmonic, noisy, mixed) with Bird ID as the random intercept and the last line includes the post-hoc comparison.

MIXED CorrIntensity BY SyllType Agecategory/CRITERIA=CIN(95) MXITER(100) MXSTEP(10) SCORING(1) SINGULAR(0.000000000001)HCONVERGE(0,ABSOLUTE) LCONVERGE(0, ABSOLUTE) PCONVERGE(0.000001, ABSOLUTE)/FIXED=SyllType Agecategory SyllType*Agecategory | SSTYPE(3)/METHOD=REML/PRINT=CPS SOLUTION TESTCOV/RANDOM=INTERCEPT | SUBJECT(BirdID) COVTYPE(VC)/SAVE=RESID/EMMEANS=TABLES(OVERALL)/EMMEANS=TABLES(SyllType) COMPARE ADJ(LSD)/EMMEANS=TABLES(Agecategory) COMPARE ADJ(LSD)/EMMEANS=TABLES(SyllType*Agecategory) compare(Agecategory) adj(lsd)

Use your column heads in your SPSS spreadsheet here- ‘Syll Type’ , ‘Agecategory’ : if they are misspelled, programwill not run.

Page 9: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

Go to ‘File’ and ‘New Syntax’ to open the coding window. Syntax text that looks at interaction of acoustic feature by age only.

MIXED Intensity BY Agecategory/CRITERIA=CIN(95) MXITER(100) MXSTEP(10) SCORING(1) SINGULAR(0.000000000001)HCONVERGE(0,ABSOLUTE) LCONVERGE(0, ABSOLUTE) PCONVERGE(0.000001, ABSOLUTE)/FIXED=Agecategory | SSTYPE(3)/METHOD=REML/PRINT=CPS SOLUTION TESTCOV/RANDOM=INTERCEPT | SUBJECT(BirdID) COVTYPE(VC) SOLUTION/SAVE=RESID/EMMEANS=TABLES(OVERALL)/EMMEANS=TABLES(Agecategory) COMPARE ADJ(LSD).

Page 10: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

Syntax that lets you plot line graphs

GRAPH/LINE(MULTIPLE)=MEAN(CorrIntensity) BY Agecategory BY SyllType/INTERVAL CI(95.0).

Go to ‘File’ and ‘New Syntax’ to open the coding window.

Page 11: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

SPSS: SELECT GRAPHS TAB---LEGACY DIALOG---LINESTEP 1-select ‘Multiple’ and ‘Summaries for groups of cases’ STEP 2- Variable is your y-axis- intensity, duration etc

Category Axis is your x-axis

Define Lines by:Syllable Type (Harmonic, Mixed, Noisy)

Page 12: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

OPTIONS TAB---

Check-display error bars and determinewhat you want to show

Page 13: The following protocol was used for running the SPSS ......For questions: contact Julie E. Miller, PI: juliemiller@arizona.edu. STEP 1-’Analyze’ ---’Mixed Models’ ---’Linear’

To change the order of the x-axis categories-For example, Young, Middle, Old, go to the ‘Categories’ tab and use the up/downarrows.

To edit the graph, double click on it.