SLIDE 1
❈♦❧❧❡❝t✐✈❡ ❇✐♦❣r❛♣❤✐❡s ✲ t❤❡ ❉❛t❛❜❛s❡ ❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
❲♦❧❢❣❛♥❣ ❑❛r❧ ❍är❞❧❡✱ ❈❤❡♥ ❍✉❛♥❣ ❆♥❞r✐❥❛ ▼✐❤♦❝✐✱ ❆❧❧❛ P❡t✉❦❤✐♥❛ ❆♥♥❡tt❡ ❇✳ ❱♦❣t ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③ ❈❤❛✐r ♦❢ ❙t❛t✐st✐❝s ❈✳❆✳❙✳❊✳ ✕ ❈❡♥t❡r ❢♦r ❆♣♣❧✐❡❞ ❙t❛t✐st✐❝s ❛♥❞ ❊❝♦♥♦♠✐❝s ❍✉♠❜♦❧❞t✕❯♥✐✈❡rs✐tät ③✉ ❇❡r❧✐♥ ▼❛① P❧❛♥❝❦ ■♥st✐t✉t❡ ❢♦r t❤❡ ❍✐st♦r② ♦❢ ❙❝✐❡♥❝❡ ❧✈❜✳✇✐✇✐✳❤✉✲❜❡r❧✐♥✳❞❡ ❝❛s❡✳❤✉✲❜❡r❧✐♥✳❞❡ ♠♣✐✇❣✲❜❡r❧✐♥✳♠♣❣✳❞❡
SLIDE 2 ▼♦t✐✈❛t✐♦♥ ✶✲✶
❈❛r❧ ❋r✐❡❞r✐❝❤ ●❛✉ss
✶✼✼✼✕✶✽✺✺
−5 5 0.2 0.4 z
ϕ(z) ϕ (③) = ✶ √ ✷π ❡①♣
✷③✷
❈❛r❧ ❋r✐❡❞r✐❝❤ ●❛✉ss ♦♥ ❇❇■✿
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 3
▼♦t✐✈❛t✐♦♥ ✶✲✷
❊♠✐❧ ❏✉❧✐✉s ●✉♠❜❡❧
✶✽✾✶✕✶✾✻✻
5 −5 5 0.2 0.4 x f(x) f(k; 0.61)
❢ (①) = ❡①♣ [− {① + ❡①♣ (−①)}]
❊♠✐❧ ❏✉❧✐✉s ●✉♠❜❡❧ ♦♥ ❇❇■✿
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 4 ▼♦t✐✈❛t✐♦♥ ✶✲✸
❙✐♠é♦♥ P♦✐ss♦♥✱ ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③
✶✼✽✶✲✶✽✹✵
5 1 2 3 4 0.2 0.4 0.6 k f(k; 0.61)
❢ (❦; λ) = ❡①♣ {−λ} λ❦ ❦! ✶✽✻✽✲✶✾✸✶
❙✐♠é♦♥ ❉❡♥✐s P♦✐ss♦♥ ❛♥❞ ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③ ♦♥ ❇❇■✿
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 5
▼♦t✐✈❛t✐♦♥ ✶✲✹
❇❇■
✭✐✮ ❉❛t❛❜❛s❡ ✲ ❇✐♦❣r❛♣❤✐❝ ■♥❢♦r♠❛t✐♦♥
◮ ❙❝✐❡♥t✐sts✱ str✉❝t✉r❡ ❛♥❞ ✐♥t❡r❢❛❝❡ ◮ ❈r✐t❡r✐❛ ❛♥❞ ♣r✐♥❝✐♣❧❡s✱ ❛❝❛❞❡♠✐❝ ❝♦♥tr✐❜✉t✐♦♥s
✭✐✐✮ ❘❡s❡❛r❝❤ ❛♥❞ ❚❡❛❝❤✐♥❣
◮ ❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s ♦❢ st❛t✐st✐❝✐❛♥s ❛♥❞ ♠❛t❤❡♠❛t✐❝✐❛♥s ◮ ❇❇■ ✐♥ ♣r❛❝t✐❝❡✿ ♣r♦❥❡❝ts ❛♥❞ ❝♦✉rs❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 6 ❖✉t❧✐♥❡
✶✳ ▼♦t✐✈❛t✐♦♥
✸✳ ❙❡❧❡❝t❡❞ ❇✐♦❣r❛♣❤✐❡s ✹✳ ❇❇■ ✐♥ Pr❛❝t✐❝❡ ✺✳ ❈♦♥❝❧✉s✐♦♥s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 7 ❇❇■ Pr♦❥❡❝t ✷✲✶
❇❇■ ❙tr✉❝t✉r❡
⊡ ✶✶✻ ❜✐♦❣r❛♣❤✐❡s
❆❧♣❤❛❜❡t✐❝❛❧ ✴ ❚✐♠❡ ✐♥❞❡①
◮ ❇✐♦❣r❛♣❤✐❝❛❧ ✐♥❢♦r♠❛t✐♦♥ ❛♥❞ ♣❤♦t♦✱ ❡❞✉❝❛t✐♦♥✱ ❝❛r❡❡r ♣❛t❤ ◮ ❆❝❛❞❡♠✐❝ ❝♦♥tr✐❜✉t✐♦♥✱ ✐♠♣♦rt❛♥t ♣✉❜❧✐❝❛t✐♦♥s✱ ♥❡t✇♦r❦ ❜✉✐❧❞✐♥❣
⊡ ▼´ η❚■❝ ❦♥♦✇❧❡❞❣❡ ❞❛t❛❜❛s❡
▲✐♥❦
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 8
❇❇■ Pr♦❥❡❝t ✷✲✷
❈r✐t❡r✐❛ ❛♥❞ ♣r✐♥❝✐♣❧❡s
⊡ ❆❝❛❞❡♠✐❝ ❈♦♥tr✐❜✉t✐♦♥s
◮ ▼❛t❤❡♠❛t✐❝s ◮ ▼❛t❤❡♠❛t✐❝❛❧ st❛t✐st✐❝s ◮ ❱❛r✐♦✉s ✜❡❧❞s ♦❢ st❛t✐st✐❝s✱ ❡✳❣✳ ✜♥❛♥❝✐❛❧ st❛t✐st✐❝s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 9
❇❇■ Pr♦❥❡❝t ✷✲✸
❙♦✉r❝❡s
⊡ ❉✐❝t✐♦♥❛r✐❡s ❛♥❞ ❡♥❝✐❝❧♦♣❡❞✐❛s ⊡ ❆r❝❤✐✈❡s
◮ ❯♣♣s❛❧❛ ◮ ❆♠st❡r❞❛♠ ◮ ❇❡r❧✐♥
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 10 ❙❡❧❡❝t❡❞ ❇✐♦❣r❛♣❤✐❡s ✸✲✶
▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③
❇✐♦❣r❛♣❤②
▲❛❞✐s❧❛✇ ❏♦s❡♣❤♦✇✐ts❝❤ ❇♦rt❦✐❡✇✐ts❝❤ ✼ ❆✉❣✳ ✶✽✻✽ ❙t P❡t❡rs❜✉r❣ ✲ ✶✺ ❏✉❧② ✶✾✸✶ ❇❡r❧✐♥
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 11 ❙❡❧❡❝t❡❞ ❇✐♦❣r❛♣❤✐❡s ✸✲✷
❲❧❛❞✐♠✐r ❙❛✈❡❧②❡✈✐❝❤ ❲♦②t✐♥s❦②
❇✐♦❣r❛♣❤②
❱❧❛❞✐♠✐r ❙✳ ❱♦❥t✐♥s❦✐❥ ✶✷ ◆♦✈✳ ✶✽✽✺ ❙t✳ P❡t❡rs❜✉r❣ ✲ ✶✶ ❏✉♥❡ ✶✾✻✵ ❲❛s❤✐♥❣t♦♥
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 12 ❙❡❧❡❝t❡❞ ❇✐♦❣r❛♣❤✐❡s ✸✲✸
❊r♥st ❲❛❣❡♠❛♥♥
❇✐♦❣r❛♣❤②
✶✽ ❋❡❜r✳ ✶✽✽✹ ❈❤❛♥❛r❝✐❧❧♦ ✲ ✷✵ ▼❛r❝❤ ✶✾✺✻ ❇❛❞ ●♦❞❡s❜❡r❣
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 13 ❙❡❧❡❝t❡❞ ❇✐♦❣r❛♣❤✐❡s ✸✲✹
❑❛r❧ P❡❛rs♦♥
❇✐♦❣r❛♣❤②
✷✼ ▼❛r❝❤ ✶✽✺✼ ▲♦♥❞♦♥ ✲ ✷✼ ❆♣r✐❧ ✶✾✸✻ ❈♦❧❞❤❛r❜♦✉r ❙✉rr❡②
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 14 ❙❡❧❡❝t❡❞ ❇✐♦❣r❛♣❤✐❡s ✸✲✺
❊❣♦♥ P❡❛rs♦♥
❇✐♦❣r❛♣❤②
✶✶ ❆✉❣✳ ✶✽✾✺ ❍❛♠st❡❛❞ ✲ ✶✷ ❏✉♥❡ ✶✾✽✵ ❙✉ss❡①
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 15 ❙❡❧❡❝t❡❞ ❇✐♦❣r❛♣❤✐❡s ✸✲✻
❍❡r♠❛♥♥ ❖tt♦ ❍✐rs❝❤❢❡❧❞
❇✐♦❣r❛♣❤②
❍❡r♠❛♥♥ ❖tt♦ ❍❛rt❧❡② ✶✸ ❆♣r✐❧ ✶✾✶✷ ❇❡r❧✐♥ ✲ ✸✵ ❉❡❝✳ ✶✾✽✵ ❉✉r❤❛♠
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 16
❇❇■ ✐♥ Pr❛❝t✐❝❡ ✹✲✶
❇❇■ ✐♥ Pr❛❝t✐❝❡
❆❞✈❛♥❝❡❞ ▼❛t❤❡♠❛t✐❝s ✲ ❚♦♣♦❧♦❣② ❛♥❞ ❈♦♥✈❡① ❖♣t✐♠✐③❛t✐♦♥
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 17
❇❇■ ✐♥ Pr❛❝t✐❝❡ ✹✲✷
❇❇■ ✐♥ Pr❛❝t✐❝❡
❆❞✈❛♥❝❡❞ ▼❡t❤♦❞s ✐♥ ◗✉❛♥t✐t❛t✐✈❡ ❋✐♥❛♥❝❡ ✲ ▼♦❞❡❧✐♥❣ ❉❡♣❡♥❞❡♥❝✐❡s ✇✐t❤ ❈♦♣✉❧❛❡
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 18
❇❇■ ✐♥ Pr❛❝t✐❝❡ ✹✲✸
❇❇■ ✐♥ Pr❛❝t✐❝❡
▼❡t✐s ❦♥♦✇❧❡❞❣❡ ❞❛t❛❜❛s❡ ✲ ❇❛❤❛❞✉r ❘❡♣r❡s❡♥t❛t✐♦♥✱ ❊❞❣❡✇♦rt❤ ❊①♣❛♥s✐♦♥ ❛♥❞ ❈♦r♥✐s❤✲❋✐s❤❡r ❊①♣❛♥s✐♦♥
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 19 ❇❇■ ✐♥ Pr❛❝t✐❝❡ ✹✲✹
❇❇■ ✐♥ Pr❛❝t✐❝❡
▼✉❧t✐♣❧✐❝❛t✐✈❡ ❊rr♦r ▼♦❞❡❧s ✭▼❊▼✮ ✷✲✷
❆✉t♦r❡❣r❡ss✐✈❡ ❈♦♥❞✐t✐♦♥❛❧ ❉✉r❛t✐♦♥ ✭❆❈❉✮
✶✳ ❊①♣♦♥❡♥t✐❛❧✲❆❈❉✱ ❊♥❣❧❡ ❛♥❞ ❘✉ss❡❧ ✭✶✾✾✽✮
❊❆❈❉
ε✐ ∼ ❊①♣ (✶)✱ θ❊ = (ω, α, β)⊤✱ α = (α✶, . . . , α♣)✱ β = (β✶, . . . , βq)
✷✳ ❲❡✐❜✉❧❧✲❆❈❉✱ ❊♥❣❧❡ ❛♥❞ ❘✉ss❡❧ ✭✶✾✾✽✮
❲❆❈❉
ε✐ ∼ G (s, ✶)✱ θ❲ = (ω, α, β, s)⊤
❘♦❜❡rt ❋✳ ❊♥❣❧❡ ❛♥❞ ❲❛❧♦❞❞✐ ❊✳❍✳ ❲❡✐❜✉❧❧ ♦♥ ❇❇■✿
▲♦❝❛❧ ❆❞❛♣t✐✈❡ ▼❊▼
❍är❞❧❡ ❡t ❛❧✳ ✭✷✵✶✹✮ ▲♦❝❛❧ ❆❞❛♣t✐✈❡ ▼✉❧t✐♣❧✐❝❛t✐✈❡ ❊rr♦r ▼♦❞❡❧s ❢♦r ❍✐❣❤✲❋r❡q✉❡♥❝② ❋♦r❡❝❛sts
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 20 ❈♦♥❝❧✉s✐♦♥s ✺✲✶
❈♦♥❝❧✉s✐♦♥s
✭✐✮ ❉❛t❛❜❛s❡ ✲ ❇✐♦❣r❛♣❤✐❝ ■♥❢♦r♠❛t✐♦♥
◮ ❇❡tt❡r ❛♥❞ ❞❡❡♣❡r ✉♥❞❡rst❛♥❞✐♥❣ t❤❡ ❤✐st♦r② ♦❢ ♦✉r ✜❡❧❞ ◮ ❈♦♥str✉❝t❡❞ ❜② ♠❛♥② ❝♦❧❧❡❛❣✉❡s✱ ❛❞✈❛♥❝❡❞ ❝♦❧❧❛❜♦r❛t✐♦♥ ♦♥ ❛♥ ♦♣❡♥✲❡♥❞✲♣r♦❥❡❝t ◮
- ✐✈❡s ✐♠♣✉❧s❡s t♦ t❤✐♥❦ ♦♥ ❤✐st♦r✐❝❛❧ r♦♦ts✱ ♦r ✐♥✢✉❡♥❝❡s ♦❢ t❤❡
❞❡✈❡❧♦♣♠❡♥t ✉♥t✐❧ r❡❝❡♥t ❞❛②s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 21
❈♦♥❝❧✉s✐♦♥s ✺✲✷
❈♦♥❝❧✉s✐♦♥s
✭✐✐✮ ❘❡s❡❛r❝❤ ❛♥❞ ❚❡❛❝❤✐♥❣
◮ ❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s ♦❢ st❛t✐st✐❝✐❛♥s ❛♥❞ ♠❛t❤❡♠❛t✐❝✐❛♥s ◮ ❊①❛♠♣❧❡s ♦❢ ✉s❡❢✉❧♥❡ss ✐♥ t❡❛❝❤✐♥❣ ❛♥❞ r❡s❡❛r❝❤ ✲ ✐t ❤❡❧♣s t♦ ♣r❡s❡♥t r❡s✉❧ts
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 22
❈♦❧❧❡❝t✐✈❡ ❇✐♦❣r❛♣❤✐❡s ✲ t❤❡ ❉❛t❛❜❛s❡ ❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
❲♦❧❢❣❛♥❣ ❑❛r❧ ❍är❞❧❡✱ ❈❤❡♥ ❍✉❛♥❣ ❆♥❞r✐❥❛ ▼✐❤♦❝✐✱ ❆❧❧❛ P❡t✉❦❤✐♥❛ ❆♥♥❡tt❡ ❇✳ ❱♦❣t ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③ ❈❤❛✐r ♦❢ ❙t❛t✐st✐❝s ❈✳❆✳❙✳❊✳ ✕ ❈❡♥t❡r ❢♦r ❆♣♣❧✐❡❞ ❙t❛t✐st✐❝s ❛♥❞ ❊❝♦♥♦♠✐❝s ❍✉♠❜♦❧❞t✕❯♥✐✈❡rs✐tät ③✉ ❇❡r❧✐♥ ▼❛① P❧❛♥❝❦ ■♥st✐t✉t❡ ❢♦r t❤❡ ❍✐st♦r② ♦❢ ❙❝✐❡♥❝❡ ❧✈❜✳✇✐✇✐✳❤✉✲❜❡r❧✐♥✳❞❡ ❝❛s❡✳❤✉✲❜❡r❧✐♥✳❞❡ ♠♣✐✇❣✲❜❡r❧✐♥✳♠♣❣✳❞❡
SLIDE 23 ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③ ✼✲✶
❊❞✉❝❛t✐♦♥ ⊡ ❍❡ st✉❞✐❡❞ ❧❛✇ ✐♥ ❙t P❡t❡rs❜✉r❣✱ t❤❡♥ ♣♦❧✐t✐❝❛❧ ❡❝♦♥♦♠② ❛♥❞ st❛t✐st✐❝s ❛t t❤❡ ✉♥✐✈❡rs✐t✐❡s ✐♥ ❙tr❛ss❜✉r❣ ✭t♦❞❛② ❙tr❛s❜♦✉r❣✮✱
- ött✐♥❣❡♥✱ ❱✐❡♥♥❛ ❛♥❞ ▲❡✐♣③✐❣
⊡ ❍❡ r❡❝❡✐✈❡❞ ❛ ❞♦❝t♦r❛❧ ❞❡❣r❡❡ ✐♥ ✶✽✾✸ ❛t t❤❡ ❯♥✐✈❡rs✐t② ♦❢
- ött✐♥❣❡♥ ✉♥❞❡r ❲✐❧❤❡❧♠ ▲❡①✐s
⊡ ■♥ ✶✽✾✺ ❤❡ ❜❡❝❛♠❡ Pr✐✈❛t❞♦③❡♥t ❛❢t❡r t❤❡ ❍❛❜✐❧✐t❛t✐♦♥ ❛t t❤❡ ❯♥✐✈❡rs✐t② ♦❢ ❙tr❛ss❜✉r❣ ✉♥❞❡r ●❡♦r❣ ❋r✐❡❞r✐❝❤ ❑♥❛♣♣
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 24 ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③ ✼✲✷
❈❛r❡❡r P❛t❤ ⊡ ❋r♦♠ ✶✽✾✼ t♦ ✶✾✵✶ ❤❡ ✇❛s ✇♦r❦✐♥❣ ✐♥ ❛ r❛✐❧✇❛② ♦✣❝❡ ✐♥ ❙t P❡t❡rs❜✉r❣ ❛♥❞ ✇❛s t❡❛❝❤✐♥❣ ❛t t❤❡ ❆❧❡①❛♥❞r♦✈s❦② ▲②❝❡✉♠ ⊡ ❍❡ ❜❡❝❛♠❡ ❛✉ÿ❡r♦r❞❡♥t❧✐❝❤❡r ♣r♦❢❡ss♦r ❛t t❤❡ ❯♥✐✈❡rs✐t② ♦❢ ❇❡r❧✐♥ ✐♥ ✶✾✵✶❀ ✐♥ ✶✾✷✵ ❤❡ ❜❡❝❛♠❡ ❢✉❧❧ ♣r♦❢❡ss♦r ✭❛❞ ♣❡rs♦♥❛♠✮ ⊡ ❋r♦♠ ✶✾✵✻ t♦ ✶✾✷✸ ❤❡ ❛❧s♦ t❛✉❣❤t ❛t t❤❡ ❇❡r❧✐♥ ❙❝❤♦♦❧ ♦❢ ❊❝♦♥♦♠✐❝s ✭❍❛♥❞❡❧s✲❍♦❝❤s❝❤✉❧❡✮
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 25 ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③ ✼✲✸
❆❝❛❞❡♠✐❝ ❈♦♥tr✐❜✉t✐♦♥ ⊡ ▼❛t❤❡♠❛t✐❝❛❧ st❛t✐st✐❝s ❛♥❞ ❛♣♣❧✐❝❛t✐♦♥s t♦ ❛❝t✉❛r✐❛❧ s❝✐❡♥❝❡ ✭Pr✉ss✐❛♥ ❤♦rs❡✲❦✐❝❦ ❞❛t❛✮ ❛♥❞ ♣♦❧✐t✐❝❛❧ ❡❝♦♥♦♠② ✭▼❛r①✬s t❤❡♦r② ♦♥ ♣r♦✜t ❛♥❞ ♣r✐❝❡s✮ ⊡ ❍❡ ❞✐s❝♦✈❡r❡❞ t❤❛t ❡✈❡♥ts ✇✐t❤ ❧♦✇ ❢r❡q✉❡♥❝② ✐♥ ❛ ❧❛r❣❡ ♣♦♣✉❧❛t✐♦♥ ❢♦❧❧♦✇ ❛ P♦✐ss♦♥ ❞✐str✐❜✉t✐♦♥ ⊡ ❊❞✐t♦r ♦❢ t❤❡ ✼ ✈♦❧✉♠❡s ✧❉✐❡ ❲❡❧t ✐♥ ❩❛❤❧❡♥✧ ❜② ❲❧❛❞✐♠✐r ❲♦②t✐♥s❦② ♣✉❜❧✐s❤❡❞ ❜❡t✇❡❡♥ ✶✾✷✺ ❛♥❞ ✶✾✷✽ ✐♥ ❇❡r❧✐♥
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 26 ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③ ✼✲✹
■♠♣♦rt❛♥t P✉❜❧✐❝❛t✐♦♥s ⊡ ❉✐❡ ♠✐tt❧❡r❡ ▲❡❜❡♥s❞❛✉❡r✱ ❏❡♥❛✱ ✶✽✾✸ ⊡ ❉❛s ●❡s❡t③ ❞❡r ❦❧❡✐♥❡♥ ❩❛❤❧❡♥✱ ▲❡✐♣③✐❣✱ ✶✽✾✽ ⊡ ❲❡rtr❡❝❤♥✉♥❣ ✉♥❞ Pr❡✐sr❡❝❤♥✉♥❣ ✐♠ ▼❛r①s❝❤❡♥ ❙②st❡♠✱ ❆r❝❤✐✈ ❢ür ❙♦③✐❛❧✇✐ss❡♥s❝❤❛❢t ✉♥❞ ❙♦③✐❛❧♣♦❧✐t✐❦✱ ✶✾✵✼ ⊡ ❉✐❡ r❛❞✐♦❛❦t✐✈❡ ❙tr❛❤❧✉♥❣ ❛❧s ●❡❣❡♥st❛♥❞ ✇❛❤rs❝❤❡✐♥❧✐❝❤❦❡✐tst❤❡♦r❡t✐s❝❤❡r ❯♥t❡rs✉❝❤✉♥❣❡♥✱ ❇❡r❧✐♥✱ ✶✾✶✸ ⊡ ❉✐❡ ■t❡r❛t✐♦♥❡♥✱ ❇❡r❧✐♥✱ ✶✾✶✼
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 27 ❲❧❛❞✐♠✐r ❙❛✈❡❧②❡✈✐❝❤ ❲♦②t✐♥s❦② ✼✲✺
❊❞✉❝❛t✐♦♥ ❛♥❞ ❈❛r❡❡r P❛t❤ ⊡ ❍❡ st✉❞✐❡❞ ❧❛✇ ❛t t❤❡ ❯♥✐✈❡rs✐t② ❙t✳ P❡t❡rs❜✉r❣✱ ❛s st✉❞❡♥t ❤❡ ♣❛rt✐❝✐♣❛t❡❞ ✐♥ t❤❡ ❘✉ss✐❛♥ r❡✈♦❧✉t✐♦♥ ✐♥ ✶✾✵✺ ⊡ ❋r♦♠ ✶✾✵✽ t♦ ✶✾✶✷ ❤❡ ✇❛s ✐♥ ♣r✐s♦♥✱ ❢r♦♠ ✶✾✶✷ t♦ ✶✾✶✼ ❤❡ ✇❛s ✐♥ ❡①✐❧❡ ✐♥ ❙✐❜❡r✐❛ ❜❡❝❛✉s❡ ♦❢ t❤✐s ♣♦❧✐t✐❝❛❧ ❛❝t✐✈✐t✐❡s ❛❣❛✐♥st t❤❡ ❘✉ss✐❛♥ ■♠♣❡r❛t♦r❀ ✐♥ ❡①✐❧❡ ❤❡ st✉❞✐❡❞ ❡❝♦♥♦♠✐❝ ❧✐t❡r❛t✉r❡
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 28 ❲❧❛❞✐♠✐r ❙❛✈❡❧②❡✈✐❝❤ ❲♦②t✐♥s❦② ✼✲✻
❈❛r❡❡r P❛t❤ ⊡ ■♥ ✶✾✶✼ ❤❡ ♣❛rt✐❝✐♣❛t❡❞ ✐♥ t❤❡ ❋❡❜r✉❛r② ❘❡✈♦❧✉t✐♦♥ ✐♥ ❘✉ss✐❛✱ ❢r♦♠ ✶✾✶✽ t♦ ✶✾✷✷ ❤❡ ✇❛s ✇♦r❦✐♥❣ ❢♦r t❤❡ s♦❝✐❛❧ ❞❡♠♦❝r❛t✐❝ ❣♦✈❡r♥♠❡♥t ✐♥ ●❡♦r❣✐❛ ⊡ ❋r♦♠ ✶✾✷✷ t♦ ✶✾✸✸ ❤❡ ✇❛s ❛♥ ❡♠✐❣r❛♥t ✐♥ ●❡r♠❛♥②✱ ❢r♦♠ ✶✾✸✸ t♦ ✶✾✸✺ ✐♥ ❋r❛♥❝❡❀ s✐♥❝❡ ✶✾✸✺ ❤❡ ❛♥❞ ❤✐s ✇✐❢❡ ❛♥❞ ❝♦❧❧❛❜♦r❛t♦r ❊♠♠❛ ❙✳ ❲♦②t✐♥s❦② ✭✶✽✾✸ ❲✐t❡❜s❦ ✲ ✶✾✻✽ ❲❛s❤✐♥❣t♦♥✮ ✇❡r❡ ❧✐✈✐♥❣ ✐♥ t❤❡ ❯❙❆
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 29 ❲❧❛❞✐♠✐r ❙❛✈❡❧②❡✈✐❝❤ ❲♦②t✐♥s❦② ✼✲✼
❈❛r❡❡r P❛t❤ ⊡ ■♥ ❇❡r❧✐♥ ❲❧❛❞✐♠✐r ❛♥❞ ❊♠♠❛ ❲♦②t✐♥s❦② ✇❡r❡ ✇♦r❦✐♥❣ t♦❣❡t❤❡r ♦♥ ❛ ♣r♦❥❡❝t ♦❢ ♣♦♣✉❧❛r✐③❛t✐♦♥ ♦❢ st❛t✐st✐❝s ✭♣✉❜❧✐s❤❡❞ ❢r♦♠ ✶✾✷✺ t♦ ✶✾✷✽✮ ❛♥❞ ❝❛♠❡ ✐♥ ❝♦♥t❛❝t ✇✐t❤ ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③ ✇❤♦ ❜❡❝❛♠❡ t❤❡✐r ♣r✐✈❛t❡ t❡❛❝❤❡r ❛♥❞ ❡❞✐t♦r ♦❢ t❤❡s❡ ✈♦❧✉♠❡s ⊡ ❋r♦♠ ✶✾✷✾ t♦ ✶✾✸✸ ❤❡ ❜❡❝❛♠❡ t❤❡ ❞✐r❡❝t♦r ♦❢ t❤❡ s♠❛❧❧ st❛t✐st✐❝❛❧ ❞❡♣❛rt♠❡♥t ♦❢ t❤❡ ❝❡♥tr❛❧ tr❛❞❡ ✉♥✐♦♥ ♦r❣❛♥✐③❛t✐♦♥ ✭❆❉●❇✮✱ ♦♥❡ ♦❢ ❤✐s ❝♦❧❧❛❜♦r❛t♦r ✇❛s ❇r✉♥♦ ●❧❡✐t③❡
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 30 ❲❧❛❞✐♠✐r ❙❛✈❡❧②❡✈✐❝❤ ❲♦②t✐♥s❦② ✼✲✽
❈❛r❡❡r P❛t❤ ⊡ ■♥ t❤❡ ❯❙❆ ❤❡ ✇❛s ✇♦r❦✐♥❣ ❢♦r t❤❡ ❈❡♥tr❛❧ ❙t❛t✐st✐❝❛❧ ❇♦❛r❞✱ ❢r♦♠ ✶✾✹✷ t♦ ✶✾✹✼ ❢♦r t❤❡ ❙♦❝✐❛❧ ❙❡❝✉r✐t② ❇♦❛r❞✱ ❛♥❞ ❧❛t❡r ❢♦r ❞✐✛❡r❡♥t ❣♦✈❡r♥♠❡♥t ✐♥st✐t✉t✐♦♥s ⊡ ❲❧❛❞✐♠✐r ❛♥❞ ❊♠♠❛ ❲♦②t✐♥s❦② ♣✉❜❧✐s❤❡❞ t♦❣❡t❤❡r t❤r❡❡ ❜♦♦❦s✱ ✐♥ ✶✾✹✸ ♦♥ ❡♠♣❧♦②❡♠❡♥t ✐♥ t❤❡ ❯❙❆✱ ✶✾✺✸ ❲♦r❧❞ P♦♣✉❧❛t✐♦♥ ❛♥❞ Pr♦❞✉❝t✐♦♥✱ ❛♥❞ ✶✾✺✾ ▲❡ss♦♥s ♦❢ t❤❡ ❘❡❝❡ss✐♦♥s
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 31 ❲❧❛❞✐♠✐r ❙❛✈❡❧②❡✈✐❝❤ ❲♦②t✐♥s❦② ✼✲✾
❆❝❛❞❡♠✐❝ ❈♦♥tr✐❜✉t✐♦♥ ⊡ ❇❡t✇❡❡♥ ✶✾✷✺ ❛♥❞ ✶✾✷✽ ❤❡ ♣✉❜❧✐s❤❡❞ ✼ ✈♦❧✉♠❡s ❚❤❡ ❲♦r❧❞ ✐♥ ❋✐❣✉r❡s ✭❉✐❡ ❲❡❧t ✐♥ ❩❛❤❧❡♥✮ ✐♥ ❇❡r❧✐♥✱ ❡❞✐t❡❞ ❜② ▲❛❞✐s❧❛✉s ✈♦♥ ❇♦rt❦✐❡✇✐❝③ ⊡ ■♥ ❏❛♥✉❛r② ✶✾✸✷ ❤❡ ♣r♦♣❛❣❛t❡❞ t❤❡ ❲❚❇ ♣❧❛♥ ❛❣❛✐♥st r❡❝❡ss✐♦♥ ❜❡❝❛✉s❡ ♦❢ t❤❡ ❡❝♦♥♦♠✐❝ ❝r✐s✐s✱ t♦❣❡t❤❡r ✇✐t❤ ❋r✐t③ ❚❛r♥♦✇ ✭✶✽✽✵✲✶✾✺✶✮ ❛♥❞ ❋r✐t③ ❇❛❛❞❡ ✭✶✽✾✸✲✶✾✼✹✮
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 32 ❲❧❛❞✐♠✐r ❙❛✈❡❧②❡✈✐❝❤ ❲♦②t✐♥s❦② ✼✲✶✵
❆❝❛❞❡♠✐❝ ❈♦♥tr✐❜✉t✐♦♥ ⊡ ❍❡ ✇❛s ♦♥❡ ♦❢ t❤❡ ♠♦st ❢❛♠♦✉s ❡①♣❡rt ♦♥ t❤❡ ♣♦❧✐❝② ♦❢ ◆❡✇ ❉❡❛❧ ⊡ ❍✐s ❛✉t♦❜✐♦❣r❛♣❤② ❙t♦r♠② P❛ss❛❣❡✿ ❆ P❡rs♦♥❛❧ ❍✐st♦r② ❚❤r♦✉❣❤ ❚✇♦ ❘✉ss✐❛♥ ❘❡✈♦❧✉t✐♦♥s t♦ ❉❡♠♦❝r❛❝② ❛♥❞ ❋r❡❡❞♦♠✿ ✶✾✵✺✲✶✾✻✵ ✇❛s ♣✉❜❧✐s❤❡❞ ✐♥ ◆❡✇ ❨♦r❦ ✐♥ ✶✾✻✶❀ ❤❡r ❛✉t♦❜✐♦❣r❛♣❤② ❚✇♦ ▲✐✈❡s ✐♥ ❖♥❡ ❝❛♠❡ ♦✉t ✐♥ ✶✾✻✺
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 33 ❊r♥st ❲❛❣❡♠❛♥♥ ✼✲✶✶
❊❞✉❝❛t✐♦♥ ❛♥❞ ❈❛r❡❡r P❛t❤ ⊡ ❍❡ ❛tt❡♥❞❡❞ t❤❡ ●❡r♠❛♥ ❙❝❤♦♦❧ ✐♥ ❱❛❧♣❛r❛✐s♦✱ t❤❡♥ ❤❡ ❝❛♠❡ t♦ t❤❡ ❤✐❣❤ s❝❤♦♦❧ ✐♥ ▲ü♥❡❜✉r❣ ⊡ ❆❢t❡r ❤✐s st✉❞✐❡s ♦❢ ❡❝♦♥♦♠② ❛♥❞ ♣♦❧✐t✐❝❛❧ s❝✐❡♥❝❡s ✐♥
- ött✐♥❣❡♥✱ ❇❡r❧✐♥ ❛♥❞ ❍❡✐❞❡❧❜❡r❣ ❤❡ r❡❝❡✐✈❡❞ ❛ ❞♦❝t♦r❛❧ ❞❡❣r❡❡
✐♥ ✶✾✵✼ ⊡ ❋r♦♠ ✶✾✵✽ t♦ ✶✾✶✵ ❤❡ ✇❛s ❛ ❧❡❝t✉r❡r ❛t t❤❡ ❍❛♠❜✉r❣ ❈♦❧♦♥✐❛❧ ■♥st✐t✉t❡ ⊡ ❋r♦♠ ✶✾✶✶ t♦ ✶✾✶✸ ❤❡ tr❛✈❡❧❡❞ t♦ ❙♦✉t❤ ❆♠❡r✐❝❛
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 34 ❊r♥st ❲❛❣❡♠❛♥♥ ✼✲✶✷
❈❛r❡❡r P❛t❤ ⊡ ❍❡ ✜♥✐s❤❡❞ ❤✐s ❍❛❜✐❧✐t❛t✐♦♥ ✐♥ ✶✾✶✹ ❛t t❤❡ ❯♥✐✈❡rs✐t② ♦❢ ❇❡r❧✐♥ ⊡ ■♥ ✶✾✶✾ ❤❡ ❜❡❝❛♠❡ ❛✉ÿ❡r♦r❞❡♥t❧✐❝❤❡r ♣r♦❢❡ss♦r ❛t ❇❡r❧✐♥ ❯♥✐✈❡rs✐t② ❛♥❞ ✇♦r❦❡❞ ❛t t❤❡ Pr✉ss✐❛♥ ▼✐♥✐str② ⊡ ❋r♦♠ ✶✾✷✸ t♦ ✶✾✸✸ ❤❡ ✇❛s ❞✐r❡❝t♦r ♦❢ t❤❡ Pr✉ss✐❛♥ ❙t❛t✐st✐❝❛❧ ❖✣❝❡❀ ❤❡ ✇❛s t❡❛❝❤✐♥❣ ❛t t❤❡ ❯♥✐✈❡rs✐t② ♦❢ ❇❡r❧✐♥✱ ❛♥❞ ❤❡ ✇❛s t❤❡ ❞✐r❡❝t♦r ♦❢ t❤❡ ♥❡✇❧② ■♥st✐t✉t❡ ❢♦r ❜✉s✐♥❡ss ❝②❝❧❡s
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 35 ❊r♥st ❲❛❣❡♠❛♥♥ ✼✲✶✸
❆❝❛❞❡♠✐❝ ❈♦♥tr✐❜✉t✐♦♥ ⊡ ■♥ ✶✾✸✷ ❤❡ s✉❣❣❡st❡❞ t❤❡ ✧❲❛❣❡♠❛♥♥ P❧❛♥✧ t♦ ❝♦♠❜❛t t❤❡ ❡❝♦♥♦♠✐❝ ❝r✐s✐s✱ ✐♥ ❝♦♥tr❛❞✐❝t✐♦♥ t♦ t❤❡ ✧❲❚❇✲P❧❛♥✧ ❜② ❲❧❛❞✐♠✐r ❲♦②t✐♥s❦②✱ ❛♥❞ ❋r✐t③ ❚❛r♥♦✇✱ ❛♥❞ ❋r✐t③ ❇❛❛❞❡ ⊡ ❋r♦♠ ✶✾✹✺ t♦ ✶✾✹✾ ❤❡ ✇❛s ❧✐✈✐♥❣ ✐♥ ❈❤✐❧❡✱ ✇❤❡r❡ ❤❡ ❢♦✉♥❞❡❞ t❤❡ ✧■♥st✐t✉t♦ ❞❡ ❊❝♦♥♦♠✐❛✧ ✐♥ ✶✾✹✽ ⊡ ❲❛❣❡♠❛♥♥ ✐♥✢✉❡♥❝❡❞ t❤❡ ♠♦❞❡r♥ ❜✉s✐♥❡ss st❛t✐st✐❝s ✐♥
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 36 ❑❛r❧ P❡❛rs♦♥ ✼✲✶✹
❊❞✉❝❛t✐♦♥ ❛♥❞ ❈❛r❡❡r P❛t❤ ⊡ ❍❡ st✉❞✐❡❞ ♠❛t❤❡♠❛t✐❝s✱ ●❡r♠❛♥ ❧✐t❡r❛t✉r❡ ✭✐♥ ❍❡✐❞❡❧❜❡r❣ ❛♥❞ ❇❡r❧✐♥✮ ❛♥❞ ❧❛✇ ⊡ ❍❡ ❡st❛❜❧✐s❤❡❞ t❤❡ ❉❡♣❛rt♠❡♥t ♦❢ ❆♣♣❧✐❡❞ ❙t❛t✐st✐❝s ❛t t❤❡ ❯♥✐✈❡rs✐t② ♦❢ ▲♦♥❞♦♥ ❛♥❞ ❤❡❧❞ ❛ ❝❤❛✐r ✐♥ ❡✉❣❡♥✐❝s ⊡ ❋❛t❤❡r ♦❢ ❊❣♦♥ P❡❛rs♦♥
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 37 ❑❛r❧ P❡❛rs♦♥ ✼✲✶✺
❆❝❛❞❡♠✐❝ ❈♦♥tr✐❜✉t✐♦♥ ⊡ ❈♦✲❢♦✉♥❞❡r ♦❢ t❤❡ ❥♦✉r♥❛❧ ❇✐♦♠❡tr✐❦❛✱ ❛♥❞ ✐ts ❡❞✐t♦r ✉♥t✐❧ ❤✐s ❞❡❛t❤ ⊡ P❡❛rs♦♥✬s ❝♦rr❡❧❛t✐♦♥ ❝♦❡✣❝✐❡♥t ⊡ ❈❧❛ss✐✜❝❛t✐♦♥ ♦❢ ❞✐str✐❜✉t✐♦♥s ⊡ P❡❛rs♦♥✬s ❝❤✐✲sq✉❛r❡ t❡st
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 38 ❊❣♦♥ P❡❛rs♦♥ ✼✲✶✻
❊❞✉❝❛t✐♦♥ ❛♥❞ ❈❛r❡❡r P❛t❤ ⊡ ❙♦♥ ♦❢ ❑❛r❧ P❡❛rs♦♥ ⊡ ❍❡ st✉❞✐❡❞ s♦❧❛r ♣❤②s✐❝s✱ ❜✉t ❜❡❝❛♠❡ ✐♥✈♦❧✈❡❞ ✐♥ st❛t✐st✐❝s ⊡ ❏♦✐♥❡❞ ❤✐s ❢❛t❤❡r✬s ❉❡♣❛rt♠❡♥t ♦❢ ❆♣♣❧✐❡❞ ❙t❛t✐st✐❝s ❛t ❯♥✐✈❡rs✐t② ❈♦❧❧❡❣❡ ▲♦♥❞♦♥ ⊡ ❇❡❝❛♠❡ ♠❛♥❛❣✐♥❣ ❡❞✐t♦r ♦❢ t❤❡ ❥♦✉r♥❛❧ ❇✐♦♠❡tr✐❦❛ ❛❢t❡r ❤✐s ❢❛t❤❡r✬s ❞❡❛t❤
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 39 ❊❣♦♥ P❡❛rs♦♥ ✼✲✶✼
❆❝❛❞❡♠✐❝ ❈♦♥tr✐❜✉t✐♦♥ ⊡ ◆❡②♠❛♥✲P❡❛rs♦♥ ❧❡♠♠❛ ♦❢ st❛t✐st✐❝❛❧ ❤②♣♦t❤❡s✐s t❡st✐♥❣ ⊡ ❚♦❣❡t❤❡r ✇✐t❤ ❍❡r♠❛♥♥ ❖✳ ❍✐rs❝❤❢❡❧❞ ❤❡ ♣✉❜❧✐s❤❡❞ t✇♦ ✈♦❧✉♠❡s ♦❢ ✧❚❛❜❧❡s ❢♦r ❇✐♦♠❡tr✐❝✐❛♥s ❙t❛t✐st✐❝✐❛♥s✧ ✐♥ ✶✾✺✹ ❛♥❞ ✶✾✼✷✱ ✇❤✐❝❤ ❜❡❝❛♠❡ ❛ st❛♥❞❛r❞ ♣✉❜❧✐❝❛t✐♦♥ ✉♥t✐❧ t❤❡ ❧❛t❡ ✶✾✼✵s
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 40 ❍❡r♠❛♥♥ ❖tt♦ ❍✐rs❝❤❢❡❧❞ ✼✲✶✽
❊❞✉❝❛t✐♦♥ ❛♥❞ ❈❛r❡❡r P❛t❤ ⊡ ❍❡ st✉❞✐❡❞ ♠❛t❤❡♠❛t✐❝s ❛t t❤❡ ✉♥✐✈❡rs✐t✐❡s ✐♥ ●ött✐♥❣❡♥ ❛♥❞ ❇❡r❧✐♥ ⊡ ❍❡ r❡❝❡✐✈❡❞ t❤❡ ❞♦❝t♦r❛❧ ❞❡❣r❡❡ ✐♥ ✶✾✸✹ ❛t t❤❡ ❇❡r❧✐♥ ❯♥✐✈❡rs✐t② ⊡ ❇❡❝❛✉s❡ ♦❢ t❤❡ ◆❛③✐ r❡❣✐♠❡ ❤❡ ❡♠✐❣r❛t❡❞ t♦ ❊♥❣❧❛♥❞ ✐♥ ✶✾✸✹✱ ✇❤❡r❡ ❤❡ ✇♦r❦❡❞ ✉♥❞❡r ❏♦❤♥ ❲✐s❤❛rt ❛t t❤❡ ❈❛♠❜r✐❞❣❡ ❯♥✐✈❡rs✐t②
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 41 ❍❡r♠❛♥♥ ❖tt♦ ❍✐rs❝❤❢❡❧❞ ✼✲✶✾
❈❛r❡❡r P❛t❤ ⊡ ■♥ ❊♥❣❧❛♥❞ ❤❡ ❝❤❛♥❣❡❞ ❤✐s s✉r♥❛♠❡ t♦ ❍❛rt❧❡②❀ ❤❡ ♠❛rr✐❡❞ ❛♥❞ t❤❡ ❝♦✉♣❧❡ r❛✐s❡❞ t✇♦ ❝❤✐❧❞r❡♥ ⊡ ■♥ ✶✾✺✸ ❤❡ ♠♦✈❡❞ t♦ t❤❡ ❯❙❆ ⊡ ❙t❛t✐st✐❝✐❛♥ ❛t ❍❛r♣❡r ❆❞❛♠s ❆❣r✐❝✉❧t✉r❡ ❈♦❧❧❡❣❡✱ ❙❤r♦♣s❤✐r❡ ❢r♦♠ ✶✾✸✻ t♦ ✶✾✸✽ ⊡ ❋r♦♠ ✶✾✸✽ ♦♥✇❛r❞s ❤❡ ✇❛s ♣❛rt ♦❢ t❤❡ ❙❝✐❡♥t✐✜❝ ❈♦♠♣✉t✐♥❣ ❙❡r✈✐❝❡s t❡❛♠✱ ❝♦❧❧❛❜♦r❛t✐♥❣ ✇✐t❤ ❊❣♦♥ P❡❛rs♦♥
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 42 ❍❡r♠❛♥♥ ❖tt♦ ❍✐rs❝❤❢❡❧❞ ✼✲✷✵
❈❛r❡❡r P❛t❤ ⊡ ▲❡❝t✉r❡r ✐♥ ❙t❛t✐st✐❝s ❛t ❯♥✐✈❡rs✐t② ❈♦❧❧❡❣❡ ▲♦♥❞♦♥ ✐♥ ✶✾✹✻ ⊡ Pr♦❢❡ss♦r ❛t ■♦✇❛ ❙t❛t❡ ❈♦❧❧❡❣❡ ✐♥ ✶✾✺✸ ⊡ Pr♦❢❡ss♦r ❛t ❚❡①❛s ❆✫▼ ✐♥ ✶✾✻✹ ⊡ ❉✉❦❡ ❯♥✐✈❡rs✐t②❀ ◆❛t✐♦♥❛❧ ❚❡st✐♥❣ ❙❡r✈✐❝❡
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 43 ❍❡r♠❛♥♥ ❖tt♦ ❍✐rs❝❤❢❡❧❞ ✼✲✷✶
❆❝❛❞❡♠✐❝ ❈♦♥tr✐❜✉t✐♦♥ ⊡ ❉✉r✐♥❣ t❤❡ ❲♦r❧❞ ❲❛r ■■ ❤❡ ✇❛s ✐♥✈♦❧✈❡❞ ✐♥ ❛r♠② r❡s❡❛r❝❤ ✐♥ t❤❡ t❡❛♠ ♦❢ t❤❡ ❙❝✐❡♥t✐✜❝ ❈♦♠♣✉t✐♥❣ ❙❡r✈✐❝❡s ⊡ ❍❡ ✇❛s ♦♥❡ ♦❢ t❤❡ ❢♦✉♥❞❡rs ♦❢ t❤❡ ❚❡①❛s ❆✫▼ ❯♥✐✈❡rs✐t②✬s ■♥st✐t✉t❡ ♦❢ ❙t❛t✐st✐❝s ⊡ ❚♦❣❡t❤❡r ✇✐t❤ ❊❣♦♥ P❡❛rs♦♥ ❤❡ ♣✉❜❧✐s❤❡❞ t✇♦ ✈♦❧✉♠❡s ♦❢ ✧❚❛❜❧❡s ❢♦r ❇✐♦♠❡tr✐❝✐❛♥s ❙t❛t✐st✐❝✐❛♥s✧ ✐♥ ✶✾✺✹ ❛♥❞ ✶✾✼✷✱ ✇❤✐❝❤ ❜❡❝❛♠❡ ❛ st❛♥❞❛r❞ ♣✉❜❧✐❝❛t✐♦♥ ✉♥t✐❧ t❤❡ ❧❛t❡ ✶✾✼✵s
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 44 ❍❡r♠❛♥♥ ❖tt♦ ❍✐rs❝❤❢❡❧❞ ✼✲✷✷
■♠♣♦rt❛♥t P✉❜❧✐❝❛t✐♦♥s ⊡ ❇✐♦♠❡tr✐❦❛ ❚❛❜❧❡s ❢♦r ❙t❛t✐st✐❝✐❛♥s✱ ✈♦❧✳ ✶✳✱ ✶✾✺✹✱ ✇✐t❤ ❊❣♦♥ P❡❛rs♦♥ ⊡ ❯♥❜✐❛s❡❞ r❛t✐♦ ❡st✐♠❛t♦rs✱ ✶✾✺✹✱ ✇✐t❤ ❘❛♦✱ ❏✳◆✳❑✳ ⊡ ❇✐♦♠❡tr✐❦❛ ❚❛❜❧❡s ❢♦r ❙t❛t✐st✐❝✐❛♥s✱ ✈♦❧✳ ✷✳✱ ✶✾✼✷✱ ✇✐t❤ ❊❣♦♥ P❡❛rs♦♥
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 45 ❍❡r♠❛♥♥ ❖tt♦ ❍✐rs❝❤❢❡❧❞ ✼✲✷✸
■♠♣♦rt❛♥t P✉❜❧✐❝❛t✐♦♥s ⊡ ❚❤❡ ✐♠♣❛❝t ♦❢ ❝♦♠♣✉t❡rs ♦♥ st❛t✐st✐❝✱ ✶✾✼✻ ⊡ ❊st✐♠❛t✐♦♥ ♦❢ ♥♦♥s❛♠♣❧✐♥❣ ✈❛r✐❛♥❝❡ ❝♦♠♣♦♥❡♥ts ✐♥ s❛♠♣❧❡ s✉r✈❡②s✱ ✶✾✼✽✱ ✇✐t❤ ❘❛♦✱ ❏✳◆✳❑✳
❙❡❧❡❝t❡❞ ❜✐♦❣r❛♣❤✐❡s
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 46 ❆♣♣❡♥❞✐① ✽✲✶✽
▼´ η❚■❝ ❑♥♦✇❧❡❞❣❡ ❉❛t❛❜❛s❡
❇❇■ Pr♦❥❡❝t
▲❛❞✐s❧❛✉s ✈♦♥ ❇♦r❦✐❡✇✐❝③ ❈❤❛✐r ♦❢ ❙t❛t✐s✐❝s ✲ ▼✐s❝❡❧❧❛♥❡♦✉s ✭❧✐♥❦✮
❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
SLIDE 47 ❆♣♣❡♥❞✐① ✽✲✶✾
❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥
❇❇■ Pr♦❥❡❝t
Surname: A-F, G-J, K-N, P-T, U-W Year of Birth
1796-1860 1861-1884 1885-1895 1896-1920 1921-
1797-1861 1862-1885 1886-1896 1897-1921 1922-
1798-1862 1863-1886 1887-1897 1898-1922 1923-
1799-1863 1864-1887 1888-1898 1899-1923 1924-
1800-1864 1865-1888 1889-1899 1900-1924 1925-
1801-1865 1866-1889 1890-1900 1901-1925 1926-
1796-1860 1861-1884 1885-1895 1896-1920 1921-
1797-1861 1862-1885 1886-1896 1897-1921 1922-
1798-1862 1863-1886 1887-1897 1898-1922 1923-
1799-1863 1864-1887 1888-1898 1899-1923 1924-
1800-1864 1865-1888 1889-1899 1900-1924 1925-
1801-1865 1866-1889 1890-1900 1901-1925 1926-
1796-1860 1861-1884 1885-1895 1896-1920 1921-
1797-1861 1862-1885 1886-1896 1897-1921 1922-
1798-1862 1863-1886 1887-1897 1898-1922 1923-
1799-1863 1864-1887 1888-1898 1899-1923 1924-
1800-1864 1865-1888 1889-1899 1900-1924 1925-
1801-1865 1866-1889 1890-1900 1901-1925 1926- ❇❇■ ✲ ❇✐♦❣r❛♣❤✐❝❛❧ ❇❛❝❦❣r♦✉♥❞ ■♥❢♦r♠❛t✐♦♥