SlideShare une entreprise Scribd logo
1  sur  37
Télécharger pour lire hors ligne
Confidence intervals on node age
estimates in vertebrate phylogeny


  Graeme T. Lloyd, Matt Friedman and
              Mark A. Bell
Molecular dating methods




                           (Reis et al. 2012)
But what about extinct clades?
Branch lengths in palaeontology
“Ghost” diversity

                     Raw


                              Raw + “ghosts”



       Raw + “ghosts”


                                             Raw



 (Weishampel et Jianu 2000)            (Brusatte et al. 2011)
Extinction survival


                      Aphylogenetic survival:

                      1/3 = 33%


                      Phylogenetic survival:

                      4/6 = 67%



                                  (Modesto et al. 2001)
Evolutionary rates




                     (Lloyd et al. 2012)
Phylogenetic distance matrices


            7    A

                                 A   B   C
            8        B
Time (Ma)




                         C   A   0   3   5
                             B   3   0   4
            9
                             C   5   4   0

            10
A brief history of fossil-only tree dating
Traditional approach
τ8
τ7                 = max(   ,   ) = max(τ8,τ7)
τ6
τ5
τ4
τ3
τ2
τ1




                                                 (Smith 1994)
Traditional approach
τ8
τ7                 Implied phylogeny
τ6
τ5
τ4
τ3
τ2
τ1




                                       (Smith 1994)
Add k solution
τ8
τ7                    = max(   ,   )+k
τ6
τ5
τ4
τ3
τ2
          k
τ1




                                    (Derstler 1982; Forey 1988)
Branch sharing solution


                                       Share time with preceding
     Traditional approach first
                                        (non-zero length) branch
τ8
τ7                                τ7
τ6                                τ6
                                                             root age
τ5                                τ5




                                                         (Ruta et al. 2006)
A novel approach
Hedman approach
τ8
                       = ƒ(            )
τ7
τ6
τ5
τ4
τ3
τ2
τ1




                              (Hedman 2010)
Hedman approach
Frequency




                                         t0
                        Age (Ma)
            Minimum                Maximum
Hedman approach
τ8
                       = ƒ(            )
τ7
τ6                     = ƒ(            )
τ5
τ4
τ3
τ2
τ1




                              (Hedman 2010)
Hedman approach

                  Only 135 ‘unique’ nodes
                  (one third of 416 total)




                               (Lloyd et al. 2008)
Hedman approach

                  Only 135 ‘unique’ nodes
                  (one third of 416 total)




                  What about the
                  other two thirds?




                               (Lloyd et al. 2008)
Modified Hedman approach
Modified Hedman approach
Modified Hedman approach


            1
                2
                    3
Modified Hedman approach


                    1
                        2
                            3




Min           Max
Modified Hedman approach


                        1
                            2
                                3



      1   2   3


Min               Max
Modified Hedman approach


            1
                2
                    3
Molecular versus fossil-only dating in
        placental mammals
Placental mammals




               • Informal supertree
               • 48 source trees
               • 452 OTUs (cladistically
                 placed)
               • Computation time: 6m 57s
Fossil vs. Molecular dates




                               Cretaceous
                   Paleogene
      Cretaceous
      Paleogene
Traditional vs. Molecular




                                                        Cretaceous
                                            Paleogene
                        1:1 RSS
                        31269.3
 Traditional approach




                        Cretaceous
                        Paleogene




                                     Meredith et al. 2011
New approach vs. Molecular




                                                            Cretaceous
                                                Paleogene
 Modified Hedman approach   1:1 RSS 1:1 RSS
                            31269.3 12340.4



                            Cretaceous
                            Paleogene




                                         Meredith et al. 2011
Approach comparison


                 Meredith
  Traditional
                  et al.
   approach
                  2011




  Modified        Reis
  Hedman          et al.
  approach        2012
Approach comparison


                          Meredith
  Traditional   1:1 RSS
                           et al.
   approach     10433.7
                           2011

   1:1 RSS
   2210.1

  Modified                 Reis
  Hedman                   et al.
  approach                 2012
Approach comparison


                          Meredith
  Traditional
                           et al.
   approach
                           2011

                          1:1 RSS
                          1837.6

  Modified                 Reis
                1:1 RSS
  Hedman                   et al.
                1514.9
  approach                 2012
Conclusions

• Novel fossil-only tree dating approach
Conclusions

• Novel fossil-only tree dating approach
• Mimics molecular approach
Conclusions

• Novel fossil-only tree dating approach
• Mimics molecular approach
• Helps close molecule-fossil gap
Conclusions

•    Novel fossil-only tree dating approach
•    Mimics molecular approach
•    Helps close molecule-fossil gap
•    Implications for a wide range of topics, e.g.:
    • Phylogenetic diversity estimates
    • Extinction/Survival %s
    • Rates of evolution
    • Trait models
    • Better calibration distributions

Contenu connexe

Plus de Graeme Lloyd

Detecting phylogenetic signals of endemism and dispersal: the effects of Pang...
Detecting phylogenetic signals of endemism and dispersal: the effects of Pang...Detecting phylogenetic signals of endemism and dispersal: the effects of Pang...
Detecting phylogenetic signals of endemism and dispersal: the effects of Pang...Graeme Lloyd
 
Generating new models for detecting phylogenetic signals of endemism and disp...
Generating new models for detecting phylogenetic signals of endemism and disp...Generating new models for detecting phylogenetic signals of endemism and disp...
Generating new models for detecting phylogenetic signals of endemism and disp...Graeme Lloyd
 
Automated generation of large phylogenies and a probabilistically time-scaled...
Automated generation of large phylogenies and a probabilistically time-scaled...Automated generation of large phylogenies and a probabilistically time-scaled...
Automated generation of large phylogenies and a probabilistically time-scaled...Graeme Lloyd
 
New methodologies for the use of cladistic-type matrices to measure morpholog...
New methodologies for the use of cladistic-type matrices to measure morpholog...New methodologies for the use of cladistic-type matrices to measure morpholog...
New methodologies for the use of cladistic-type matrices to measure morpholog...Graeme Lloyd
 
A probabilistically time-scaled 1,000-taxon phylogenetic hypothesis for Mesoz...
A probabilistically time-scaled 1,000-taxon phylogenetic hypothesis for Mesoz...A probabilistically time-scaled 1,000-taxon phylogenetic hypothesis for Mesoz...
A probabilistically time-scaled 1,000-taxon phylogenetic hypothesis for Mesoz...Graeme Lloyd
 
How does Evolutionary Distinctiveness change when we place fossils in the tree?
How does Evolutionary Distinctiveness change when we place fossils in the tree?How does Evolutionary Distinctiveness change when we place fossils in the tree?
How does Evolutionary Distinctiveness change when we place fossils in the tree?Graeme Lloyd
 
A new R package for automating cladistic ordination and the effects of phylog...
A new R package for automating cladistic ordination and the effects of phylog...A new R package for automating cladistic ordination and the effects of phylog...
A new R package for automating cladistic ordination and the effects of phylog...Graeme Lloyd
 
A novel method for time-binning rates of continuous character evolution on a ...
A novel method for time-binning rates of continuous character evolution on a ...A novel method for time-binning rates of continuous character evolution on a ...
A novel method for time-binning rates of continuous character evolution on a ...Graeme Lloyd
 
Claddis: a new R package for automating disparity analyses based on cladistic...
Claddis: a new R package for automating disparity analyses based on cladistic...Claddis: a new R package for automating disparity analyses based on cladistic...
Claddis: a new R package for automating disparity analyses based on cladistic...Graeme Lloyd
 
Beyond the lower-bound: the fossil record can provide empirically-informed pr...
Beyond the lower-bound: the fossil record can provide empirically-informed pr...Beyond the lower-bound: the fossil record can provide empirically-informed pr...
Beyond the lower-bound: the fossil record can provide empirically-informed pr...Graeme Lloyd
 
Geological controls on palaeobiodiversity: beyond the marine macrofossil record
Geological controls on palaeobiodiversity: beyond the marine macrofossil recordGeological controls on palaeobiodiversity: beyond the marine macrofossil record
Geological controls on palaeobiodiversity: beyond the marine macrofossil recordGraeme Lloyd
 
Are our estimates of palaeobiodiversity more apparent than real?
Are our estimates of palaeobiodiversity more apparent than real?Are our estimates of palaeobiodiversity more apparent than real?
Are our estimates of palaeobiodiversity more apparent than real?Graeme Lloyd
 
Are palaeobiodiversity patterns more apparent than real?
Are palaeobiodiversity patterns more apparent than real?Are palaeobiodiversity patterns more apparent than real?
Are palaeobiodiversity patterns more apparent than real?Graeme Lloyd
 
What the deep sea tells us about sampling biases in the fossil record
What the deep sea tells us about sampling biases in the fossil recordWhat the deep sea tells us about sampling biases in the fossil record
What the deep sea tells us about sampling biases in the fossil recordGraeme Lloyd
 
Is there a bias in deep sea diversity patterns?
Is there a bias in deep sea diversity patterns?Is there a bias in deep sea diversity patterns?
Is there a bias in deep sea diversity patterns?Graeme Lloyd
 
Adventures in protein world reveal the Tree of Life and the evolution of comp...
Adventures in protein world reveal the Tree of Life and the evolution of comp...Adventures in protein world reveal the Tree of Life and the evolution of comp...
Adventures in protein world reveal the Tree of Life and the evolution of comp...Graeme Lloyd
 
Adventures in protein world reveal the Tree of Life and the evolution of comp...
Adventures in protein world reveal the Tree of Life and the evolution of comp...Adventures in protein world reveal the Tree of Life and the evolution of comp...
Adventures in protein world reveal the Tree of Life and the evolution of comp...Graeme Lloyd
 
Bias in estimates of palaeobiodiversity: beyond the marine macrofossil record
Bias in estimates of palaeobiodiversity: beyond the marine macrofossil recordBias in estimates of palaeobiodiversity: beyond the marine macrofossil record
Bias in estimates of palaeobiodiversity: beyond the marine macrofossil recordGraeme Lloyd
 
400-million years of 'fishes': a survey of sampling biases based on the UK re...
400-million years of 'fishes': a survey of sampling biases based on the UK re...400-million years of 'fishes': a survey of sampling biases based on the UK re...
400-million years of 'fishes': a survey of sampling biases based on the UK re...Graeme Lloyd
 
Different records give different curves: comparing deep sea and land-based pa...
Different records give different curves: comparing deep sea and land-based pa...Different records give different curves: comparing deep sea and land-based pa...
Different records give different curves: comparing deep sea and land-based pa...Graeme Lloyd
 

Plus de Graeme Lloyd (20)

Detecting phylogenetic signals of endemism and dispersal: the effects of Pang...
Detecting phylogenetic signals of endemism and dispersal: the effects of Pang...Detecting phylogenetic signals of endemism and dispersal: the effects of Pang...
Detecting phylogenetic signals of endemism and dispersal: the effects of Pang...
 
Generating new models for detecting phylogenetic signals of endemism and disp...
Generating new models for detecting phylogenetic signals of endemism and disp...Generating new models for detecting phylogenetic signals of endemism and disp...
Generating new models for detecting phylogenetic signals of endemism and disp...
 
Automated generation of large phylogenies and a probabilistically time-scaled...
Automated generation of large phylogenies and a probabilistically time-scaled...Automated generation of large phylogenies and a probabilistically time-scaled...
Automated generation of large phylogenies and a probabilistically time-scaled...
 
New methodologies for the use of cladistic-type matrices to measure morpholog...
New methodologies for the use of cladistic-type matrices to measure morpholog...New methodologies for the use of cladistic-type matrices to measure morpholog...
New methodologies for the use of cladistic-type matrices to measure morpholog...
 
A probabilistically time-scaled 1,000-taxon phylogenetic hypothesis for Mesoz...
A probabilistically time-scaled 1,000-taxon phylogenetic hypothesis for Mesoz...A probabilistically time-scaled 1,000-taxon phylogenetic hypothesis for Mesoz...
A probabilistically time-scaled 1,000-taxon phylogenetic hypothesis for Mesoz...
 
How does Evolutionary Distinctiveness change when we place fossils in the tree?
How does Evolutionary Distinctiveness change when we place fossils in the tree?How does Evolutionary Distinctiveness change when we place fossils in the tree?
How does Evolutionary Distinctiveness change when we place fossils in the tree?
 
A new R package for automating cladistic ordination and the effects of phylog...
A new R package for automating cladistic ordination and the effects of phylog...A new R package for automating cladistic ordination and the effects of phylog...
A new R package for automating cladistic ordination and the effects of phylog...
 
A novel method for time-binning rates of continuous character evolution on a ...
A novel method for time-binning rates of continuous character evolution on a ...A novel method for time-binning rates of continuous character evolution on a ...
A novel method for time-binning rates of continuous character evolution on a ...
 
Claddis: a new R package for automating disparity analyses based on cladistic...
Claddis: a new R package for automating disparity analyses based on cladistic...Claddis: a new R package for automating disparity analyses based on cladistic...
Claddis: a new R package for automating disparity analyses based on cladistic...
 
Beyond the lower-bound: the fossil record can provide empirically-informed pr...
Beyond the lower-bound: the fossil record can provide empirically-informed pr...Beyond the lower-bound: the fossil record can provide empirically-informed pr...
Beyond the lower-bound: the fossil record can provide empirically-informed pr...
 
Geological controls on palaeobiodiversity: beyond the marine macrofossil record
Geological controls on palaeobiodiversity: beyond the marine macrofossil recordGeological controls on palaeobiodiversity: beyond the marine macrofossil record
Geological controls on palaeobiodiversity: beyond the marine macrofossil record
 
Are our estimates of palaeobiodiversity more apparent than real?
Are our estimates of palaeobiodiversity more apparent than real?Are our estimates of palaeobiodiversity more apparent than real?
Are our estimates of palaeobiodiversity more apparent than real?
 
Are palaeobiodiversity patterns more apparent than real?
Are palaeobiodiversity patterns more apparent than real?Are palaeobiodiversity patterns more apparent than real?
Are palaeobiodiversity patterns more apparent than real?
 
What the deep sea tells us about sampling biases in the fossil record
What the deep sea tells us about sampling biases in the fossil recordWhat the deep sea tells us about sampling biases in the fossil record
What the deep sea tells us about sampling biases in the fossil record
 
Is there a bias in deep sea diversity patterns?
Is there a bias in deep sea diversity patterns?Is there a bias in deep sea diversity patterns?
Is there a bias in deep sea diversity patterns?
 
Adventures in protein world reveal the Tree of Life and the evolution of comp...
Adventures in protein world reveal the Tree of Life and the evolution of comp...Adventures in protein world reveal the Tree of Life and the evolution of comp...
Adventures in protein world reveal the Tree of Life and the evolution of comp...
 
Adventures in protein world reveal the Tree of Life and the evolution of comp...
Adventures in protein world reveal the Tree of Life and the evolution of comp...Adventures in protein world reveal the Tree of Life and the evolution of comp...
Adventures in protein world reveal the Tree of Life and the evolution of comp...
 
Bias in estimates of palaeobiodiversity: beyond the marine macrofossil record
Bias in estimates of palaeobiodiversity: beyond the marine macrofossil recordBias in estimates of palaeobiodiversity: beyond the marine macrofossil record
Bias in estimates of palaeobiodiversity: beyond the marine macrofossil record
 
400-million years of 'fishes': a survey of sampling biases based on the UK re...
400-million years of 'fishes': a survey of sampling biases based on the UK re...400-million years of 'fishes': a survey of sampling biases based on the UK re...
400-million years of 'fishes': a survey of sampling biases based on the UK re...
 
Different records give different curves: comparing deep sea and land-based pa...
Different records give different curves: comparing deep sea and land-based pa...Different records give different curves: comparing deep sea and land-based pa...
Different records give different curves: comparing deep sea and land-based pa...
 

Dernier

How to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseHow to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseCeline George
 
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxBIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxSayali Powar
 
4.9.24 Social Capital and Social Exclusion.pptx
4.9.24 Social Capital and Social Exclusion.pptx4.9.24 Social Capital and Social Exclusion.pptx
4.9.24 Social Capital and Social Exclusion.pptxmary850239
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptxmary850239
 
ICS 2208 Lecture Slide Notes for Topic 6
ICS 2208 Lecture Slide Notes for Topic 6ICS 2208 Lecture Slide Notes for Topic 6
ICS 2208 Lecture Slide Notes for Topic 6Vanessa Camilleri
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...Nguyen Thanh Tu Collection
 
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvRicaMaeCastro1
 
An Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERPAn Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERPCeline George
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWQuiz Club NITW
 
Comparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptxComparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptxAvaniJani1
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDhatriParmar
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmStan Meyer
 
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxGrade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxkarenfajardo43
 
4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptx4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptxmary850239
 
Indexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdfIndexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdfChristalin Nelson
 
ARTERIAL BLOOD GAS ANALYSIS........pptx
ARTERIAL BLOOD  GAS ANALYSIS........pptxARTERIAL BLOOD  GAS ANALYSIS........pptx
ARTERIAL BLOOD GAS ANALYSIS........pptxAneriPatwari
 

Dernier (20)

How to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseHow to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 Database
 
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxBIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
 
4.9.24 Social Capital and Social Exclusion.pptx
4.9.24 Social Capital and Social Exclusion.pptx4.9.24 Social Capital and Social Exclusion.pptx
4.9.24 Social Capital and Social Exclusion.pptx
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx
 
ICS 2208 Lecture Slide Notes for Topic 6
ICS 2208 Lecture Slide Notes for Topic 6ICS 2208 Lecture Slide Notes for Topic 6
ICS 2208 Lecture Slide Notes for Topic 6
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Project
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
 
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
 
An Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERPAn Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERP
 
Paradigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTAParadigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTA
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITW
 
Comparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptxComparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptx
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and Film
 
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxGrade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
 
4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptx4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptx
 
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
 
Indexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdfIndexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdf
 
Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"
 
ARTERIAL BLOOD GAS ANALYSIS........pptx
ARTERIAL BLOOD  GAS ANALYSIS........pptxARTERIAL BLOOD  GAS ANALYSIS........pptx
ARTERIAL BLOOD GAS ANALYSIS........pptx
 

Confidence intervals on node age estimates in vertebrate phylogeny