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Measuring morphological diversity and tempo using
discrete characters: advantages and disadvantages of
including additional phylogenetic information
Graeme T. Lloyd @GraemeTLloyd
Acknowledgements
Emma SherrattThomas Guillerme
Discrete morphology
Discrete morphology
Discrete morphology
?
Discrete morphology
Discrete morphology
Discrete morphology
github.com/graemetlloyd/Claddis
Claddis
Lloyd 2016
github.com/graemetlloyd/Claddis
Claddis
Lloyd 2016
github.com/graemetlloyd/Claddis
Claddis
Lloyd 2016
github.com/graemetlloyd/Claddis
Claddis
Lloyd 2016
STR
github.com/graemetlloyd/Claddis
Claddis
Lloyd 2016
STR
#NEXUS
TNT/Hennig86
Claddis
Claddis
?
Claddis
(01)?
Claddis
(01)
0 1 2
1
1
?
Claddis
(01)
0 1 2
1
1
?
Outline
Phylogeny and disparity
Phylogeny and disparity
Increase sample size
Brusatte et al 2011
Phylogeny and disparity
Increase sample size Estimate missing
states
Brusatte et al 2011; Butler et al 2011
Phylogeny and disparity
Increase sample size Estimate missing
states
Brusatte et al 2011; Butler et al 2011; Hopkins and Smith 2015
Create
phylomorphospace
Two phylomorphospace types
Two phylomorphospace types
Two phylomorphospace types
Brusatte et al 2011; Butler et al 2011
Two phylomorphospace types
Brusatte et al 2011; Butler et al 2011
Two phylomorphospace types
Brusatte et al 2011; Butler et al 2011; Hopkins and Smith 2015
Two phylomorphospace types
Two phylomorphospace types
Estimatetipstates
Estimate all ancestral states
N Y
NY
Two phylomorphospace types
Estimatetipstates
Estimate all ancestral states
N Y
NY
Two phylomorphospace types
Estimatetipstates
Estimate all ancestral states
N Y
NY
Questions
Questions
How do phylomorphospace choices affect our inferences?
To what degree are we measuring phylogenetic rather than
morphological signal?
Questions
How do phylomorphospace choices affect our inferences?
To what degree are we measuring phylogenetic rather than
morphological signal?
Disparity dataset
152 taxa | 853 characters
Disparity dataset
Results: layout
N Y
NY
N Y
NY
N Y
NY
N Y
NY
Results: scree plots
Lloyd in prep
Results: visualisation
Lloyd in prep
r = 0.188
r = 0.204
r = 0.354
r = 0.653
r = 0.396
r = 0.841
Results: phylogenetic correlation
Lloyd in prep
Results: root distance
Lloyd in prep
Results: root distance rate
Lloyd in prep
Rate equations
Rate equations
𝑅𝑎𝑡𝑒 =
𝐶ℎ𝑎𝑛𝑔𝑒
𝑇𝑖𝑚𝑒
Rate equations
𝑅𝑎𝑡𝑒 =
𝐶ℎ𝑎𝑛𝑔𝑒
𝑇𝑖𝑚𝑒
𝑅𝑎𝑡𝑒 =
𝐶ℎ𝑎𝑛𝑔𝑒
𝑇𝑖𝑚𝑒 × 𝐶𝑜𝑚𝑝𝑙𝑒𝑡𝑒𝑛𝑒𝑠𝑠
Rate questions
Rate questions
Rate questions
Rate questions
Rate questions
Rate questions
Rate questions
Time
Rate questions
Time Change
Rate questions
Time Change
Completeness
Rate time series
Rate time series
Ruta et al 2006
Branches binned
(Time)
Rate time series
Ruta et al 2006; Lloyd et al 2012
Stochastic changes
(Change)
Branches binned
(Time)
Rate time series
Ruta et al 2006; Lloyd et al 2012; Close et al 2015
Stochastic changes
(Change)
Branches binned
(Time)
Weighted average
(Completeness)
Questions
Questions
How does ASR choice affect rate time series?
How does correcting for completeness affect rate time series?
Questions
How does ASR choice affect rate time series?
How does correcting for completeness affect rate time series?
Rate dataset
86 taxa | 91 characters
Rate dataset
Westoll 1949
Rate results
Rate results
ACCTRAN DELTRAN Likelihood Likelihood
+ Corr. 1
Likelihood
+ Corr. 2
Rate results
ACCTRAN DELTRAN Likelihood Likelihood
+ Corr. 1
Likelihood
+ Corr. 2
Lloyd
et al
2012
Lloyd
et al
2012
Brusatte
et al
2014
Close
et al
2015
Lloyd
2016
Rate results
ACCTRAN DELTRAN Likelihood Likelihood
+ Corr. 1
Likelihood
+ Corr. 2
Lloyd
et al
2012
Lloyd
et al
2012
Brusatte
et al
2014
Close
et al
2015
Lloyd
2016
Rate results
ACCTRAN DELTRAN Likelihood Likelihood
+ Corr. 1
Likelihood
+ Corr. 2
Lloyd
et al
2012
Lloyd
et al
2012
Brusatte
et al
2014
Close
et al
2015
Lloyd
2016
Rate results
ACCTRAN DELTRAN Likelihood Likelihood
+ Corr. 1
Likelihood
+ Corr. 2
1.39 1.77 0.78 0.23 0.78
Lloyd
et al
2012
Lloyd
et al
2012
Brusatte
et al
2014
Close
et al
2015
Lloyd
2016
Wobble index:
Conclusions
Conclusions
Conclusions
Conclusions
1.77
0.78
Conclusions
1.77
0.78

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Measuring morphological diversity and tempo using discrete characters: advantages and disadvantages of including additional phylogenetic information