• Tidak ada hasil yang ditemukan

비영리 - S-Space - 서울대학교

N/A
N/A
Protected

Academic year: 2024

Membagikan "비영리 - S-Space - 서울대학교"

Copied!
34
0
0

Teks penuh

(1)

저작자표시-비영리-변경금지 2.0 대한민국 이용자는 아래의 조건을 따르는 경우에 한하여 자유롭게

l 이 저작물을 복제, 배포, 전송, 전시, 공연 및 방송할 수 있습니다. 다음과 같은 조건을 따라야 합니다:

l 귀하는, 이 저작물의 재이용이나 배포의 경우, 이 저작물에 적용된 이용허락조건 을 명확하게 나타내어야 합니다.

l 저작권자로부터 별도의 허가를 받으면 이러한 조건들은 적용되지 않습니다.

저작권법에 따른 이용자의 권리는 위의 내용에 의하여 영향을 받지 않습니다. 이것은 이용허락규약(Legal Code)을 이해하기 쉽게 요약한 것입니다.

Disclaimer

저작자표시. 귀하는 원저작자를 표시하여야 합니다.

비영리. 귀하는 이 저작물을 영리 목적으로 이용할 수 없습니다.

변경금지. 귀하는 이 저작물을 개작, 변형 또는 가공할 수 없습니다.

(2)

경영학석사학위논문

KOSPI200 옵션의 변동성 스큐와 KOSPI200 수익률

2017 년 2 월

서울대학교 대학원

경영학과 재무금융전공

이 유 진

(3)

i

본 논문은

2011

1

월부터

2014

12

월까지 잔존만기가

10

일에서

60

일인

KOSPI200

지수옵션을 대상으로

내재변동성과 내재변동성의 패턴이

KOSPI200

지수 수익률을 예측할 수 있는지를 검증하였다

. KOSPI200

옵션의 내재변동성에서 변동성 스큐 현상이 나타나는지 확인한 후 스큐 정도가 미래 지수수익률과 상관관계가 있는지 밝히고자 하였다. 이를 위해 스큐의 정도룰 풋옵션과 콜옵션의 내재변동성의 차이로 정의하였다. 풋옵션과 콜옵션의 내재변동성의 차이인 SKEW 변수와 KOSPI200 지수수익률을 시계열 회귀분석하였다. 그 결과 스큐 정도인 SKEW 변수와 미래 지수수익률 간의 유의미한 음의 관계를 확인하였다. 즉, 풋옵션과 콜옵션의 내재변동성의 차가 클수록 혹은 스큐 정도가 클수록 혹은 SKEW 변수가 클수록 미래 지수수익률은 하락하였다

.

주요어

: KOSPI200,

지수옵션

,

내재변동성

,

변동성 스큐

학 번

: 2015-20644
(4)

ii

제 1 장 서 론 ... 1

제 2 장 자료와 연구방법 ... 4

제 1 절

자 료

... 4

제 2 절

연구방법

... 8

제 3 장 변동성 스큐 ... 10

제 4 장 변동성 스큐와 KOSPI200 수익률 ... 12

제 5 장 변동성 스큐와 장기 수익률 간의 관계 ... 17

제 6 장 결 론 ... 19

참고문헌 ... 21

Abstract ... 23

표 목차 [표 1] ... 24

[표 2] ... 25

[표 3] ... 27

[표 4] ... 28

[표 5] ... 29

[표 6] ... 30

그림 목차

[그림 1] ... 26

(5)

僝1# ▶ᳺ#

# # ⊮ᰳ⚞⸢# ⫏◲ὂ㪯Ⰾ# ○ṗ㧶᝾Ἆ# ዊㆢⰪ╊Ⰾ# ᡳⰖ㧶# ⫏◲⯚# ⮺㪯Ⰾᔲ#

Ṧዊ/# 㨣╆ႚᅃ⩪# ᆚᅞ# ⩠Ⰾ# ᕎⱆ⅚ᡳ○Ⰾ# 㨇╛# Ⴓ⧞⨖# 㧶᝾1# ኒᲆᔲ# ❾Ⲷ#

❶ⰿ⩪▶# ᄊᰲᢲᜮ# ⫏◲⯞# ₮㕯⯖ᳶ# ⊮ᰳ⚞⸢# ⫏◲ὂ㪯⯞# Ⰾ⭃㨎# ⪇╊㧶#

ᕎⱆ⅚ᡳ○⯚# ⫏◲⯲# ⮺㪯/# ⰮⴎṦዊ/# 㨣╆ႚᅃ# ᦋ⩪# ᧊ᰖ# ╛ន㰢# 㔊#

ヂⰎႚ# ᔲ㕚ᔶ᝾1#

ᆚⲪ⯞# ឆṆ㧲Ἆ# ⫏◲⯲# ᕎⱆ⅚ᡳ○⯞# ⫏◲⯲# 㣶⶚㫮ᢶ# ႚᅃ# Ⴖᗪ⯖ᳶ#

Ⰾ㨎㧺# ⚲# Ⱒ᝾1# ᕎⱆ⅚ᡳ○⯚# ⫏◲⯲# ⮺㪯/# ⰮⴎṦዊ/# 㨣╆ႚᅃ# ᦋ# ⫏◲#

ⴊᄎ⯲# ヂⰎḖ# 㙏Ⲷ㧲ᅺ# ᅞ╊ᢶ# ⚲㋲Ⰾዊ# ᧦ῒⰎ᝾1# ᧊ᰖ▶# ⰎᲡᄦ# ⪇╊ᢶ#

ᕎⱆ⅚ᡳ○⯞# ⫏◲⯲# ╛រⲛ# ႚᅃ⯖ᳶ# ╷ႛ㧺# ⚲# Ⱒ⯞# ᄝⰎ᝾1# ᧊ᰖ▶#

Ⴓ⯚# ⶖ❷⯞# ዊㆢⰪ╊⯖ᳶ# 㧲ᜮ# ⫏◲# ႞⯲# ᕎⱆ⅚ᡳ○⯞# ⋞ᇪ㧲⪆#

╛រⲛ⯖ᳶ# ⩎ᨾ# ⫏◲Ⰾ# ᆖរ# 㫓⯚# ᆖ☦㡣ႚᢲ⩢ᜮ⹚# 㞪គ㧺# ⚲# Ⱒ᝾1#

ⶖ❷❶ⰿ# ヒႚⰪ᥾⯚# ₒᰲ# ⶖႚႚ# ⩎ᜪ# ⃃㨿⯖ᳶ# ⅚ᡳ㧺⹚⩪# រ㧶#

ⲯ↎⩪# ᆚ➆Ⰾ# Ṩ᝾1# ►ῖᆖ# ⫏◲❶ⰿ⯚# ⶖᳶ# ⲯ↎# ⭊⮞⩪# Ⱒᜮ#

㛆ⰪⰪ᥾Ⰾ# ᄊᰲ⩪# ヒ⪆㧶᝾1# ᧊ᰖ▶# 㞦╷╛㤢# ❶ⰿ⯲# ᄊᰲ# ᡳ㨿⯚# 㪞ῖ#

❶ⰿ# ⅚ᡳ⩪# រ㧶# ⲯ↎Ḗ# ណᅺ# Ⱒ⯞# ᄝ⯖ᳶ# ዊរᢶ᝾1# ⸣/#

ᕎⱆ⅚ᡳ○Ⰾᰖᜮ# ⫏◲⯲# ╛រⲛ# ႚᅃ# ⪇❶# ₒᰲ# ዊㆢⰪ╊⯲# ႚᅃ⯞#

⪢㊻㧲ᜮ# ᠊# ⮺⭃㧶# ⲯ↎ᳶ▶# 㫶⭃ᢺ# ႚ᜿○Ⰾ# Ⱒ⯞# ᄝⰎ᝾1# ᕎⱆ⅚ᡳ○⯲#

រ☦ᜮ# ⫏◲❶ⰿ# ヒႚⰪ᥾⩪# ⯲㨎# 㪯○ᢶ# ႚᅃⰎᰖᜮ# ᆚⲪ⩪▶# ⲯ↎ႚ#

ណᅂⰢ⯞# ᄝ⯖ᳶ# ⪢╛ᢲዊ# ᧦ῒⰎ᝾1#

(6)

❾Ⲷᳶ# ⰎⲞ⩪# ᕎⱆ⅚ᡳ○⯲# 㟂㗎ᆖ# Ⰾ⩪# ណዎ# ⲯ↎⩪# រ㧶# ⪊ሆႚ# Ṩ᝾1#

Mdfnzhuwk#+5333,ᆖ# Frydo#dqg#Vkxpzd|#+5334,/#Ednvkl#dqg#Ndsdgld#

+5336,⯚# ⪇╆ⲛ⯖ᳶ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○Ⰾ# 㔆᝾ᜮ# ╆❾⯞# ₶ᅆ㨢ᅺ/#

Uxelqvwhlq# +4<<7,⯚# Ⰾᲆ㧶# 㪞╛Ⰾ# 㢇ᰗᆏ㢆# +Fudkv0R0 Skreld,⩪▶√㗊# ⋞ᴉᢶ# ᄝⰎᰖ# ₷㪮᝾1# ⸣/# ዊㆢⰪ╊Ⱂ# ⹚⚲# ႚᅃⰎ#

㧲ᰗ㧺# ᄝⰎᰖᜮ# ᆏ㢆⩪▶# 㤥⫏◲⩪# រ㧶# ⚲⬮ႚ# ᜲ⩎ᔶ᝾ᜮ# ᄝⰎ᝾1#

ᅊᆖⲛ⯖ᳶ# ➆# ᕎႚᅃ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○⯚# ㍾⹚ᄦ# ᢲᅺ/# 㤥⫏◲⩪▶#

⅚ᡳ○# ✾㓪㪞╛Ⰾ# ᔲ㕚ᔶ᝾ᜮ# ᄝⰎ᝾1#

ኒ# ₰⩪ᡞ# Jlrw+5338,ᜮ# ⫏◲⯲# ᕎⱆ⅚ᡳ○⹚⚲⫚# ⶖႚ⹚⚲႞⯲# ᆚᅞ⩪#

Ⴏ㧶# ⯦⯲# ᆚᅞႚ# Ⱒ᝾ᜮ# ╆❾⯞# ₷㪮ᅺ/# Edqhumhh/# Grudq/# dqg# Shwhuvrq#

+5339,ᜮ# ᕎⱆ⅚ᡳ○Ⰾ# គዊ# ⶖႚ# ⚲Ⰿ᷺⯞# ⪢㊻㧺# ⚲# Ⱒ᝾ᅺ# ₷㪮᝾1#

ሇᕎ⩪▶ᜮ# ⴊណ# +5348,ႚ# ⅚ᡳ○# ✾㓪ႚ# ኢ⯏⮞ዊ# ❶ዊ⩪# ៮⭋# Ⴏ㧲ᄦ#

ᔲ㕚ᔶ᝾ᜮ# ╆❾⯞# ₶ᅆ㨢᝾1# [lqj/# ]kdqj# dqg# ]kdr# +5343,ᜮ# Ⴖ⅞#

⫏◲⩪# រ㧶# ⅚ᡳ○# ✾㓪# 㪞╛⯞# ╎㡎↎⧲᝾1# Ⰾ᥾⩪# ᧊ḎἎ# ⅚ᡳ○#

✾㓪ᜮ# Ⴖ⅞# ⸷ሦ⯲# ⚲Ⰿ᷺⩪ᡞ# ⮺⯲ₒ㧶# ⪢㊻Ჿ⯞# ႚ⹞᝾1# ᪪㧶# ⅚ᡳ○#

✾㓪ႚ# 㔎⚲᳷# ⸣/# 㤥⫏◲# ᕎⱆ⅚ᡳ○Ⰾ# 㔎⚲᳷# ₒᰲ⩪# ዊㆢⰪ╊⯞#

⸷ሦ⯖ᳶ# 㧲ᜮ# 㬦╆ႚ# ⯦⯲# ⰎⰏ⯞# ⩕⯞# 㫯᷺Ⰾ# ᘬ⧲᝾1#

→# ⪊ሆḖ# 㙏㨎# ᄚ⸷㧲ᅺⰪ# 㧲ᜮ# ₮ᜮ# ᝾⯦ᆖ# Ⴓ᝾1# ⭊►# NRVSL533#

⹚⚲⫏◲⩪▶# ⅚ᡳ○# ✾㓪# 㪞╛Ⰾ# ₶╷㧲ᜮ⹚# ╎㡎↎ᅺⰪ# 㧶᝾1# ኒ# ᝾⯦#

⅚ᡳ○# ✾㓪# ⲯᡞႚ# ₒᰲ# ⹚⚲# ⚲Ⰿ᷺⩪# ⮺⯲ₒ㧶# ⯦⯲# ╛ᆚᆚᅞḖ#

ₒ㋲ᜮ⹚# ₷㰢ᅺⰪ# 㧶᝾1# ⪆ዊ▶# ✾㓪# ⲯᡞᜮ# 㤥⫏◲ᆖ# ㏶⫏◲⯲# #

(7)

ᕎⱆ⅚ᡳ○⯲# ヂⰎᳶ# ⲯ⯲㧲⪚᝾1# →# ᘖῒ⩪# ᧊ḎἎ# ⅚ᡳ○# ✾㓪⯲# ⲯᡞᜮ#

ⰏⰖ# ⹚⚲# ⚲Ⰿ᷺⩪# រ㨎# ⯦⯲# ⪢㊻Ჿ⯞# ႚ⹞᝾1# ✾㓪⯲# ⪢㊻Ჿ⯚#

㙏Ⲷ⅚⚲Ḗ# ㈮ႚ㧶# 㭞⩪ᡞ# ⪆Ⲟ㰢# ⮺⯲㧲᝾1# ᪪㧶# ↎⮺# ዊ႞Ⰾ# ዒ⩎⹢⚲᳷#

✾㓪⯲# ⪢㊻Ჿ⯚# Ⲫヂ# Ⴊ☦㧶᝾1# ⸣/# ᕎⱆ⅚ᡳ○⩪# ណዎ# ⲯ↎ᜮ# ⰿዊᳶ#

Ⴂ⚲᳷# ⪢㊻Ჿ⯞# Ⱍᜮ᝾1#

→# ᘖῒ⩪▶ᜮ# ⊮ᰳ⚞⸢# ⫏◲# ὂ㪯⯞# ዊㆢᳶ# ⪇╊㧶# ᕎⱆ⅚ᡳ○⯞#

Ⰾ⭃㧶᝾1# 㪞ῖႚᅃⰎ# Ⲫ㦞ႚ# ⩠ᜮ# ᳶኒⲯቶ∞㢆Ḗ# ႚⳒ⨖# 㧶᝾ᜮ# ᦋ#

⊮ᰳ⚞⸢# ⫏◲ὂ㪯⯲# ⩞ᅃ㧶# ႚⲯ⩪ᡞ# ∢ሆ㧲ᅺ/# ⲛ⭃Ⰾ# ႞㡒㧲ᅺ#

❾῎⩪ᡞ# ᝾Ḓ# ⩎ᨾ# ὂ㪯↎᝾# ⶫ❶ᢲᅺ# Ⱒ᝾1# ᪪㧶# Ⰾ# ᘖῒⰎ#

⫏◲ႚᅃᅊⲯ# ὂ㪯⯞# ❾⸷ⲛ⯖ᳶ# ᄚ⸷㧲ᜮ# ᠊# ኒ# ὃⲛ⯞# ᣪᅺ# Ⱒ⹚# ⧤᝾ᜮ#

Ⲫ⯞# ᅺᲾ㧲⪆/# ⊮ᰳ⚞⸢# ⫏◲ὂ㪯⯞# Ⰾ⭃㧶᝾1#

NRVSL533⯚# ⭊Ṇᔲᰖ⯲# រ㣶ⲛⰒ# ⹚⚲⸷ሦⰎ᝾1# ᪪㧶# NRVSL533#

⹚⚲⫏◲# ❶ⰿ⯚# 5333ᗞរ# ㆢ/# ⶫ₲ዦ⹚# ◒ᅞㇶរ⯲# ⹚⚲⫏◲# ❶ⰿⰎ⩢ᅺ#

㪞ⱆ⩪ᡞ# ◒ᅞ⩪▶# ☪Ꮧ㰢ᜮ# ⹚⚲⫏◲# ❶ⰿ# ⶫ# 㧲ᔲᳶ# 㡣ႚ# ₵ᜮ᝾1#

ᄊᰲᱣⰎ# 㤧√㧲⪆# 㣶→# ⲫኖႚ᜿○Ⰾ# ᘬ⯚# Ⲫ⯞# ᅺᲾ㧲⪆# →# ᘖῒ⩪▶ᜮ#

NRVSL533# ⫏◲# ❶ⰿ⯞# ⪊ሆរ╛⯖ᳶ# ╖ᜮ᝾1#

→# ᘖῒ⯚# ᝾⯦ᆖ# ႳⰎ# ሆ○ᢲ⩎# Ⱒ᝾1#ǥⰿ⩪▶ᜮ# Ⱚᵦ⫚# ⪊ሆ⃃ℯ⯞#Ǧ#

ⰿ⩪▶ᜮ# NRVSL533# ⫏◲# ❶ⰿ⩪# ᔲ㕚ᔲᜮ# ⅚ᡳ○# ✾㓪# 㪞╛⯞# ╎㡎↖#

ᄝⰎ᝾1#ǧ# ⰿ⩪▶ᜮ# ✾㓪# ⅚⚲ႚ# ⹚⚲# ⚲Ⰿ᷺⩪# រ㨎# ⪢㊻Ჿ⯞# ႚ⹚ᜮ⹚#

ᄚ⸷㧺# ᄝⰎἊ/#Ǩⰿ⩪▶ᜮ# ⪢㊻ᲿⰎ# ⰿዊ⩪ᡞ# ⹚☧ᢲᜮ⹚# 㫯Ⱂ㧺# ᄝⰎ᝾1#

(8)

僞1# Ⱚᵦ⫚# ⪊ሆ⃃ℯ#

41 Ⱚᵦ#

→# ᘖῒ⩪▶# ╆⭃㧲ᜮ# ⫏◲ႚᅃ# ₩# ᄊᰲᱣ# Ⱚᵦᜮ# 5344ᗞ# 4⭮√㗊#

5347ᗞ# 45⭮ዦ⹚⯲# Ⱆ⅞ⰪᵦⰎ᝾1# គ/# 5345ᗚ# 6⭮# <Ⱆ√㗊# ⹚⚲⫏◲#

4ᅞ⨗Ⰾ# 43Ṧ# គ⮞ᳶ√㗊# 83Ṧ# គ⮞ᳶ# ⅚ᅗᢲ⩢᝾1# ᧊ᰖ▶# 5345ᗞ# 6⭮#

<Ⱆ# Ⰾ㭞⩪▶ᜮ# ዊ᳷ᢶ# ᄊᰲᱣᆖ# ₒᅊⲶ⨗ⲯ⚲ᱣ⩪# 8⃊㧶# Ⴌ⯞# ᄊᰲᱣᆖ#

ₒᅊⲶ⨗ⲯ⚲ᱣ⯖ᳶ# ╖⧲᝾1# NRVSL533# ⫏◲# ᠊Ⰾ㗊⫚# NRVSL533# ⹚⚲#

⚲Ⰿ᷺⩪# រ㧶# ὂ᥺# Ⱚᵦᜮ# IqJxlgh⩪▶# Ⲷᆏ㧲ᜮ# Gdwdjxlgh⩪▶#

㈮㈶㧲⪚᝾1# ⫏◲⯲# ᕎⱆ⅚ᡳ○# ⪇❶# IqJxlgh⩪▶# Ⲷᆏᢲᜮ# Ⴌ⯞#

╆⭃㧲⪚᝾1#

㧶㡒/# →# ⪊ሆ⩪▶ᜮ# ῎⮞㩲⚲Ⰿ᷺⩪# រ㧶# រ⭃㋲ᳶ⠂# 㙏⧢⸷ሦ⯲#

⚲Ⰿ᷺⯞# ╆⭃㧲⪚᝾1# 㧶ሇ# ⶖ❷❶ⰿ⯲# ᅗ⭊# ₒሇ⯲# W0Elooᆖ# ႳⰎ#

῎⮞㩲ⰎⰪ⯂ᳶ⠂# ᖪṆ# Ⱂⲯᢲᜮ# គ# 㧲ᔲ⯲# ዊ⶚Ⰾ# ⴎⱆ㧲⹚# ⧤ᜮ᝾1# Ⰾ#

᧦ῒ⩪# ሇᕎ# ⪊ሆṢ᝾# ╆⭃ᢶ# ῎⮞㩲⚲Ⰿ᷺⯲# រ⭃㋲ᜮ# ╛Ⰾ㧲᝾1# ሇⲶ#

ዊ⶚⩪▶ᜮ# FG# ⚲Ⰿ᷺⯞# 㧶ሇ⯲# ῎⮞㩲⚲Ⰿ᷺ᳶ# ⦒# ᄝ⯞# ሦⰿ㧲ᅺ# Ⱒ⯖ᔲ#

❺⭃⮞㩲⯖ᳶ√㗊# ⫞Ⲟ㰢# Ⱚ⮺ᴇ⹚# ὕ㧲ዊ# ᧦ῒ⩪# ῎⮞㩲⚲Ⰿ᷺ᳶ# ⦒# ⚲#

Ⱒ⯞⹚⩪# ⯲ῒⰎ# ᕂᜮ᝾1# ሇᕎ# ⪊ሆ⩪▶# Ⱚⶖ# ⦊Ⰾᜮ# ⯚㨣⯲# ⲯዊ⪢ኢኢṆ#

⪇❶# Ⴓ⯚# Ⰾ⮺ᳶ# ῎⮞㩲ⰎⰪ⯂ᳶ# ⦊ዊ⩪ᜮ# ⲛⲢ㧲⹚# ⧤᝾ᅺ# 㞪គᢲ⩢᝾1#

Ⰾᲆ㧶# ῒⲶⲪ⯞# ⹚ⲛ㧲Ἂ# Ⴏₖ⭊# +533;,⯚# ሇマ# ⚲ዊ᷺ᆖ# 㙏⧢マ⯲#

⚲Ⰿ᷺⯞# ῎⮞㩲ⰎⰪ⯂⩪# រ㧶# រ⭃㋲ᳶ# ╆⭃㧲⪚ᜮ᠊/# →# ⪊ሆ⩪▶ᜮ# #

(9)

Ⴏₖ⭊⯲# ⃃ℯរᳶ# 㙏⧢マ⯲# ⚲Ⰿ᷺⯞# Ⰾ⭃㧲ዊᳶ# 㧶᝾1# 㙏⧢マ⯲#

⚲Ⰿ᷺⯚# 㧶ሇ⯚㨣# ᅗⲶ㙏ᅞ# ╆Ⰾ㝒# +HFRV,⩪▶# Ⱆ⅞# ᠊Ⰾ㗊Ḗ# ሆ㧲⪚᝾1#

⧸▶# ⩒ኣ㨢ᦉ# ᕎⱆ⅚ᡳ○⯲# ✾㓪# ⲯᡞḖ# 㤥⫏◲ᆖ# ㏶⫏◲⯲#

ᕎⱆ⅚ᡳ○⯲# ヂⰎᳶ# ⲯ⯲㧲ዊᳶ# 㨢᝾1# ⲯ㫯㧶# Vnhz# ⅚⚲⩪# រ㧶# ❷⯚#

᝾⯦ᆖ# Ⴓ᝾1#

#

‡™ͳ ൌ ୓୘୑ǡ୔୙୘୅୘୑ǡେ୅୐୐#

#

‡™ʹ ൌ ୓୘୑ǡ୔୙୘୓୘୑ǡେ୅୐୐#

#

⪆ዊ▶# LYᜮ# Lpsolhg# Yrodwlolw|# ⸣/# ᕎⱆ⅚ᡳ○⯞# ⯲ₒ㧶᝾1# ⰖェⰎ# Grudq/#

Shwhuvrq/# dqg# Wduudqw# +533:,⩪# ⯲㨎# ✾㓪# ⲯᡞᜮ# ➆# ⬒ႚᅃ# 㤥⫏◲ᆖ#

⬒ႚᅃ/# ᦋႚᅃ/# ᕎႚᅃ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○⯲# ヂⰎᳶ# ⲯ⯲ᢲ⩢᝾1# 㫓⯚#

➆# ⬒ႚᅃ# ㏶⫏◲ᆖ# ⬒ႚᅃ/# ᦋႚᅃ/# ᕎႚᅃ# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○ᆖ⯲#

ヂⰎᳶ# ⲯ⯲㧲ዊᡞ# 㧲⪚᝾1# ኒᲆᔲ# →# ᘖῒ⩪▶ᜮ# [lqj/# ]kdqj# dqg# ]kdr#

+5343,ᆖ# ⴊណ# +5348,⯲# ⃃ℯ⯞# ヂ⭃㧲⪆# 㤥⫏◲ᆖ# ㏶⫏◲⯲#

ᕎⱆ⅚ᡳ○⯲# ヂⰎḖ# ╎㡎↎ዊᳶ# 㧲ᄺ᝾1#

ዊㆢⰪ╊Ⰾ# ❾Ⲷᳶ# 㧲ᰗ㧶᝾Ἆ# 㤥⫏◲⯲# 㨣╆ႚ᜿○⯚# ៮⭋# ㍾⹚ᅺ#

㤥⫏◲⯲# 㨣╆ᳶ# ⩕⯞# ⚲# Ⱒᜮ# ⰎⰏᡞ# ⸷ႚ㧲ᄦ# ᢶ᝾1# ₲Ἆ# ㏶⫏◲⯚# #

(10)

㨣╆ႚ᜿○Ⰾ# Ⱛ⧞⹚ᅺ# ㏶⫏◲⯲# 㨣╆ᳶ# ⩕⯞# ⚲# Ⱒᜮ# ⰎⰏ⯚# Ⴊ☦㧺#

ᄝⰎ᝾1# ₲រᳶ# ዊㆢⰪ╊# ႚᅃⰎ# ╛❓㧶᝾Ἆ# ㏶⫏◲⯲# ႚ㋲ᜮ# ╛❓㧲ᅺ#

㤥⫏◲⯲# ႚ㋲ᜮ# 㧲ᰗ㧺# ᄝⰎ᝾1# ᧊ᰖ▶# Vnhz4# ⅚⚲ႚ# ⨫⚲ⰎἎ#

㛆ⰪⰪ᥾Ⰾ# 㢇ᰗዊរḖ# ႚ⹚ᅺ# Ⱒᜮ# ᄝ⯖ᳶ/# Vnhz4# ⅚⚲ႚ# ⯦⚲ⰎἎ#

㛆ⰪⰪ᥾Ⰾ# 㢇ᦋዊរḖ# ႚ⹚ᅺ# Ⱒᜮ# ᄝ⯖ᳶ# 㨎▷㧺# ⚲# Ⱒ᝾1#

⬒ႚᅃ# ⫏◲⯚# Ⰾᲆ㧶# 㢇ᰗዊរ⫚# 㢇ᦋዊរ⩪# ៮⭋# ₖႪ㧲ᄦ# ₲⯫㧺#

ᄝ⯖ᳶ# ⪢╛㧺# ⚲# Ⱒ᝾1# ዊㆢⰪ╊⯲# ႚᅃⰎ# 㢇ᰗ㧺# ᄝ⯖ᳶ# ዊរᢺ# ᧦#

㛆ዊⲛ# 㛆ⰪⰪ᥾⯚# 㤥⫏◲/# ኒ# ⶫ⩪▶ᡞ# ⬒ႚᅃ# 㤥⫏◲⯞# ṾⰟ㧲ᅺⰪ# 㧺#

ᄝⰎ᝾1# ኒṆᅺ# 㪞ῖ⩪# រ㨎# Ṿ⚲㢆⹚◲⯞# ㊂㧶# 㛆ⰪⰪ᥾⯚# ዊㆢⰪ╊# ႚᅃ#

㧲ᰗ# ⮞㩲⯞# 㪑⹚㧲ዊ# ⮞㨎# ⬒ႚᅃ# 㤥⫏◲⯞# ṾⰟ㧺# ᄝⰎ᝾1# ᧊ᰖ▶#

㢇ᰗⰎ# ⪢╛ᢺ# ᧦# ⬒ႚᅃ# 㤥⫏◲⯚# ╛រⲛ⯖ᳶ# ᘬ⯚# ႚᅃᆖ# ᕎⱆ⅚ᡳ○⯞#

Ⴐᄦ# ᢶ᝾1# ₲រᳶ# Ⰾᲆ㧶# ╛㬃⩪▶ᜮ# ⬒ႚᅃ# ㏶⫏◲⯲# ႚᅃᆖ#

ᕎⱆ⅚ᡳ○⯚# 㝓㰢# ᕈᄦ# ᅊⲯᢺ# ᄝⰎ᝾1# ᧊ᰖ▶# ዊㆢⰪ╊# ⅚ᡳ○⩪# រ㧶#

↎᝾# ₖႪ㧶# ㄳᡞᳶ⠂# ⬒ႚᅃ# 㤥⫏◲ᆖ# ⬒ႚᅃ# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○⯲#

ヂⰎḖ# Ⰾ⭃㧺# ⚲# Ⱒ᝾1# ⰎḖ# ᔲ㕚ᕒ# ⅚⚲ႚ# Vnhz5Ⰾ᝾1#

ႚᅃ○# ⲯᡞᜮ# PႬ⯞# ዊ⶚⯖ᳶ# ⲯ㧲⪚᝾1#

#

P#@#[#2#V#

#

⪆ዊ▶# [ᜮ# ⫏◲⯲# 㨣╆ႚᅃ/#Vᜮ# ⫏◲# ዊㆢⰪ╊⯲# ႚᅃ⯞# ᔲ㕚ᕒ᝾1# Ⰾ# #

(11)

❷⩪▶# PⰎ# 4ⰎἎ# ᦋႚᅃⰎ᝾1# P# A# 4ⰎἎ# ⬒ႚᅃ# ㏶⫏◲# ᪪ᜮ# ᕎႚᅃ#

㤥⫏◲⯞# ᔲ㕚ᕎᅺ/# P# ?# 4ⰎἎ# ᕎႚᅃ# ㏶⫏◲# ᪪ᜮ# ⬒ႚᅃ# 㤥⫏◲Ⱎ⯞#

ᔲ㕚ᕒ᝾1# →# ᘖῒ⩪▶ᜮ# 31;# ?# P# ?# 31<8Ⱂ# 㤥⫏◲⩪# រ㨎# ⬒ႚᅃⰎᰖᅺ#

▾ⲯ㧲⪚᝾1# ㏶⫏◲⩪# រ㨎▶ᜮ# 4138# ?# P# ?# 415Ⱆ# ᧦/# ⬒ႚᅃⰎᰖᅺ#

ⲯ⯲㧲⪚᝾1#

㉃∞㧶# ⮺ᡳ○Ⰾ# Ⱒᜮ# ⫏◲Ṧ⯞# ╎㡎↎ዊ# ⮞㨎# ⰮⴎṦዊႚ# 43Ⱆ⩪▶#

93Ⱆ# ╆Ⰾ⩪# Ⱒᜮ# ⫏◲Ṧ⯞# ⪊ሆរ╛⯖ᳶ# ╖⧲᝾1# RWP⩪# ☧㧲ᜮ# ⫏◲Ⰾ#

⪆ᲆ# ႶⰖ# ᅗ⭊/# ⫏◲⯲# ⮺㪯⩪# ᧊ᰖ# 㡣ቺ⯞# ᕎ⩎# Ⱆ⅞ᳶ# ᕎⱆ⅚ᡳ○⯞#

ᅞ╊㧲⪚᝾1#

?㣶# 4A⯚# ㏶⫏◲ᆖ# 㤥⫏◲/# ⬒ႚᅃ# 㤥Ř㏶# ⫏◲# ₩# Vnhz4ᆖ# Vnhz5#

ᦋ⯲# ⅚⚲⩪# រ㧶# ዊㆢ㙏ᅞᱣ⯞# ↎⪆⶚᝾1# ⰮⴎṦዊႚ# 43Ⱆ⩪▶# 93Ⱆ#

╆Ⰾ⩪# Ⱒᜮ# ㏶⫏◲ᆖ# 㤥⫏◲⯲# Ⴖ⚲ᜮ# ႛႛ# 8</:34⧃# ⴎⱆ㧶᝾1# ⰎⲞ#

⪊ሆ᥾ᆖ# Ṣテႚ⹚ᳶ# →# ⪊ሆរ╛# ⪇❶# ㏶⫏◲↎᝾# 㤥⫏◲⯲# 㡣ቺ#

ᕎⱆ⅚ᡳ○Ⰾ# ៮# 㔊# ⨫╛⯞# ↎Ⱂ᝾1# 㝓㰢# ⬒ႚᅃ# 㤥⫏◲⯲# 㡣ቺ#

ᕎⱆ⅚ᡳ○Ⰾ# 315Ḗ# ╛㬦㧲ᜮ# ᘬ⯚# Ⴌ⯞# ↎Ⰾᜮ᠊/# ⬒ႚᅃ# 㤥⫏◲⯲#

ႚᅃⰎ# ╛រⲛ⯖ᳶ# ᘬ᝾ᜮ# ᄝ⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1# ⸣/# ዊㆢⰪ╊Ⱂ#

NRVSL533# ⹚⚲⯲# ႚᅃ# 㧲ᰗ⩪# រ㧶# 㛆ዊ⫚# 㪑⹚⚲⬮ႚ# ᘬ᝾ᅺ# 㞪គ㧺# ⚲#

Ⱒ᝾1#

₲Ἆ# ⬒ႚᅃ# ㏶⫏◲⯲# 㡣ቺ# ᕎⱆ⅚ᡳ○⯚# ㏶⫏◲# ᕎⱆ⅚ᡳ○⯲#

㡣ቺႬ↎᝾# Ⱛ᝾1# ⬒ႚᅃ# ㏶⫏◲⯚# ╛រⲛ⯖ᳶ# ኒ# ⚲⬮ႚ# Ⱛ᝾ᅺ# 㨎▷㧺# #

(12)

⚲# Ⱒ⯞# ᄝⰎ᝾1# Vnhz4ᆖ# Vnhz5ᜮ# Ⱆ⅞ᳶ# 㡣ቺ㧶# ㏶ᆖ# 㤥/# ⬒ႚᅃ# ㏶/#

⬒ႚᅃ# 㤥# ⫏◲⯞# Ⰾ⭃㨎# ሆ㧶# Ⴌ⯖ᳶ# ႛႛ# ᆚ㊻㋲ᜮ# 4/794ᆖ#

4/754ႶⰎ᝾1# Vnhz5⯲# 7ᗞ㋲# 㡣ቺ# Ⴌ⯚# 313979⯖ᳶ# Vnhz5⯲# 㡣ቺႬⰒ#

313453⯲# ⨗# 7⃊# ⲯᡞ# ᢲᜮ# ႬⰎ᝾1# ⸣/# គ⚶㧶# 㤥⫏◲ᆖ# ㏶⫏◲#

ᕎⱆ⅚ᡳ○⯲# ヂⰎ↎᝾# ⬒ႚᅃ# 㤥⫏◲ᆖ# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○⯲# ヂⰎႚ#

㪞ᅃ㧲ᄦ# 㔆᝾ᜮ# ᄝ⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1# Ⰾᜮ# Ⱆ₲# 㤥⫏◲↎᝾# 㔊#

ᕎⱆ⅚ᡳ○⯞# ႚ⹚ᜮ# ⬒ႚᅃ# 㤥⫏◲ᆖ# Ⱆ₲# ㏶⫏◲↎᝾# Ⱛ⯚# ᕎⱆ⅚ᡳ○⯞#

ႚ⹚ᜮ# ⬒ႚᅃ# ㏶⫏◲⯲# 㝓○⩪▶# ⋞ᴉᢶ# ᄝ⯖ᳶ# 㨎▷㧺# ⚲# Ⱒ⯞# ᄝⰎ᝾1#

#

51 ⪊ሆ⃃ℯ#

→# ᘖῒ⩪▶ᜮ# NRVSL533# ⚲Ⰿ᷺ᆖ# Vnhz4/# Vnhz5# ⅚⚲Ḗ# Ⰾ⭃㧲⪆#

❶ᅞ⪎# 㬦ቚ∞▷⯞# 㧲⪚᝾1# Ⱚ◒㧶# ❷⯚# ᝾⯦ᆖ# Ⴓ᝾1#

#

‡–—”ൌ Ⱦଵ୲ή ‹• ”‡‡൅ Ⱦଶ୲ή ‡™ͳ൅ Ⱦଷ୲ή ‡™ʹ൅ ȾԢସ୲ή ‘–”‘Ž•൅ Ԗ

#

‡–—”୲ାଵൌ Ⱦଵ୲ή ‹• ”‡‡൅ Ⱦଶ୲ή ‡™ͳ൅ Ⱦଷ୲ή ‡™ʹ൅ ȾԢସ୲ή ‘–”‘Ž•൅ Ԗ

#

῎⮞㩲ⰎⰪ⯂⯞# ▾἟⅚⚲ᳶ# ㈮ႚ㧶# ᄝ⯚# ῎⮞㩲ⰎⰪ⯂Ⰾ# Ⱆ₲ⲛ⯖ᳶ#

⹚⚲# ⚲Ⰿ᷺⯞# ⪢㊻㧲ᜮ# ⅚⚲ᳶ# ⦊Ⰾዊ# ᧦ῒⰎ᝾1# ῎⮞㩲ⰎⰪ⯂⯲# #

(13)

▾἟Ჿ⯞# 㙏Ⲷ㧶# 㭞⩪ᡞ# Vnhz# ⅚⚲ႚ# ㈮ႚⲛⰒ# ▾἟Ჿ⯞# ႚ⹚ᜮ⹚#

⧦⧞↎ዊ# ⮞㨎# ῎⮞㩲ⰎⰪ⯂# ⅚⚲Ḗ# ㈮ႚ㧲⪚᝾1# ᪪㧶# 㙏Ⲷ⅚⚲ᳶ⠂#

NRVSL533⯲# ⅚ᡳ○ᆖ# ᄊᰲᱣ/# NRVSL533# ⫏◲⯲# ᄊᰲᱣᆖ#

ₒᅊⲶ⨗ⲯ⚲ᱣ⯞# ㈮ႚ㧲⪚᝾1#

[lqj/#]kdqj#dqg#]kdr#+5343,# ᘖῒ⯞# ヒᅺ㧲⪆# 㙏Ⲷ⅚⚲Ḗ# ▾ⲯ㧲⪚᝾1#

ᕎⱆ⅚ᡳ○# 㫓⯚# Vnhz# ⅚⚲# ⬒⩪ᡞ# ⫏◲# ᄊᰲᱣ# ₩# ₒᅊⲶ⨗ⲯ⚲ᱣᆖ#

Ⴓ⯚# ᝾Ḓ# ⫏◲⯲# 㝓⹯Ⰾ# ዊㆢⰪ╊⩪# រ㧶# ₒᰲ# ⲯ↎Ḗ# ណᅺ# Ⱒ⯞# ⚲#

Ⱒ᝾ᅺ# 㞪គ㧶# ᅊᆖⰎ᝾1# ኒ# ₰⩪ᡞ# NRVSL533⯲# ⅚ᡳ○ᆖ# ᄊᰲᱣᆖ# ႳⰎ#

⹚⚲# ⸷ሦ# Ⱚㅎ⯲# 㝓○# ⪇❶# ⹚⚲# ⚲Ⰿ᷺⯞# ⪢㊻㧲ᜮ# ᠊# ⪛㨿⯞# ₒ㋺#

ᄝ⯖ᳶ# 㞪គᢲ⩎# 㙏Ⲷ㧲⪚᝾1#

→# ⪊ሆ⩪▶ᜮ# ▾἟⅚⚲⫚# នⰖ# NRVSL533# ⚲Ⰿ᷺⯲# ᆚᅞḖ# ỖⲚ#

╎㡎↎⧲᝾1# ኒ# ᅊᆖ# ᣲ⯲# Vnhz# ⅚⚲⫚# ⹚⚲# ⚲Ⰿ᷺# ႞⯲# ⮺⯲ₒ㧶# ⯦⯲#

ᆚᅞḖ# 㞦⧟㧲⪚᝾1# Ⰾ⩪# ᧊ᰖ# នⰖ# ▾἟⅚⚲⫚# ⰏⰖ# NRVSL533# ⚲Ⰿ᷺⯲#

ᆚᅞḖ# ╎㡎↎⧲᝾1# Ṧ⨗# ⪆ዊ▶ᡞ# ⮺⯲ₒ㧶# ⯦⯲# ᆚᅞႚ# ᔲ㕚ᔲἎ#

▾἟⅚⚲ႚ# NRVSL533⯲# ⚲Ⰿ᷺⯞# ⪢㊻㧶᝾ᅺ# 㨎▷㧺# ⚲# Ⱒ⯞# ᄝⰎ᝾1# →#

ᘖῒ⩪# ᧊ḎἎ# Vnhz# ⅚⚲ᜮ# ₒᰲ# NRVSL533# ⚲Ⰿ᷺⯞# ⪢㊻㧲ᜮ#

▾἟Ჿ⯞# ⹚ᝦ᝾1# ⸣/# Vnhz# ⅚⚲ႚ# ╛❓㧲Ἆ# ₒᰲ# NRVSL533# ⚲Ⰿ᷺⯞#

㧲ᰗ㧶᝾1#

#

#

(14)

僟1# ⅚ᡳ○# ✾㓪#

ᕎⱆ⅚ᡳ○⯲# 㟂㗎⯖ᳶ# 㯮㰢# ᆚナᢲᜮ# 㪯㕶ᜮ# ⅚ᡳ○# ✾㓪ᳶ▶/#

ႚᅃ○Ⰾ# ⸷ႚ㧺⚲᳷# ᕎⱆ⅚ᡳ○Ⰾ# Ⱛ⧞⹚ᜮ# ὂ⨫Ⰾ᝾1# Ⰾᜮ# ⬒ႚᅃ#

㤥⫏◲Ⰾ# ᘬ⯚# ႚᅃ⩪# ᄊᰲᢲᅺ# ₲រᳶ# ⬒ႚᅃ# ㏶⫏◲⯚# ᕈ⯚# ႚᅃ⯖ᳶ#

ᄊᰲᢲᜮ# ᄝ⯞# ⯲ₒ㧶᝾1# Ⰾᲊ# ⫏◲# ⅚ᡳ○# ✾㓪ᜮ# Vkhiulq# +5335,Ḗ#

Ⰾᰲᳶ# ⫏◲ႚᅃ⩪# ዊㆢⰪ╊⯲# ႚᅃⰎ# 㧲ᰗ㧺# ᄝⰎᰖᜮ# ⭊Ჾႚ# ₲⪛ᢶ#

ᄝ⯖ᳶ# 㨎▷ᢲ⩢᝾1#

?㣶# 5Aᜮ# ⫏◲⯲# 㨣╆ႚᅃᆖ# ዊㆢⰪ╊⯲# ႚᅃ⯲# ⋞⯂Ⱂ# PႬ⯲# ሆ႞⩪#

᧊Ḓ# ㏶⫏◲ᆖ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○⯞# ╎㡎↎⧲᝾1# ?㣶# 5Aᜮ# PႬ⩪# ᧊ᰖ#

ㆷ# :Ⴖ⯲# ሆ႞⯖ᳶ# ᔲ᚞⩢᝾1# ⧸▶# 31;# ?# P# ?# 31<8Ḗ# ⬒ႚᅃ# 㤥⫏◲⯖ᳶ#

4138#?#P#?#415Ḗ# ⬒ႚᅃ# ㏶⫏◲⯖ᳶ# ▾ⲯ㧲⪚᝾1# ᧊ᰖ▶# 㤥⫏◲# ዊ⶚⯖ᳶ#

P4⯚# ➆# ⬒ႚᅃ# ሆ႞⯞/# P5⫚# P6ᜮ# ⬒ႚᅃ# ሆ႞⯞# P7ᜮ# ᦋႚᅃ# ሆ႞⯞#

ᔲ㕚ᕒ᝾1# P8⫚# P9ᜮ# ᕎႚᅃ# ሆ႞⯞/# P:⯚# ➆# ᕎႚᅃ# ሆ႞⯞# ᔲ㕚ᕒ᝾1#

㏶⫏◲⯲# ᅗ⭊# P:# ሆ႞Ⰾ# ➆# ⬒ႚᅃ/# P8⫚# P9# ሆ႞⯚# ⬒ႚᅃ/# P7ᜮ#

ᦋႚᅃ# ሆ႞⯞# ႚṆ㕂᝾1#

?ኒṖ# 4A⯚# ?㣶# 5AḖ# ኒṖ⯖ᳶ# ᔲ㕚ᕎ⩎# ሆ႞⩪# ᧊Ḓ# ㏶⫏◲ᆖ#

㤥⫏◲⯲# ᕎⱆ⅚ᡳ○⯞# ↎᝾# ↎ዊ# ✗ᄦ# ᔲ㕚ᕎ⩢᝾1# NRVSL533⯲#

ᕎⱆ⅚ᡳ○# 㟂㗎⯞# ╎㡎↎Ἆ# ᦋႚᅃ⯞# ዊ⶚⯖ᳶ# ⋞រ㌇ⲛⰒ# ὂ❏Ⰾዊᜮ#

㧲ᔲ# ⬒ႚᅃ⩪▶ᜮ# ᘬᅺ# ᕎႚᅃ⩪▶ᜮ# ᕈ⯚# ὂ⨫Ⰾ# ⧞ᝦ/# ➆# ⬒ႚᅃᆖ# ➆#

ᕎႚᅃ# ὂᣪ⩪▶# ᘬ⯚# ᕎⱆ⅚ᡳ○⯞# ႚ⹚ᜮ# 㪯㕶ႚ# ᔲ㕚ᔶ᝾1# ⸣/#PႬⰎ# #

(15)

ናគⲛⰒ# ᅗ⭊⩪# ㏶⫏◲ᆖ# 㤥⫏◲# ὂᣪ# ᕎⱆ⅚ᡳ○Ⰾ# ㍾/# ╛រⲛ⯖ᳶ#

ᅺ㡣ႚᢲ⩎# Ⱒ᝾ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1#

ὂ᥺# ሆ႞⩪▶# 㤥⫏◲# ᕎⱆ⅚ᡳ○⯲# 㡣ቺႬⰎ# ㏶⫏◲↎᝾# 㔆᝾1# ➆#

⬒ႚᅃ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○# 㡣ቺႬⰒ# 3168<4⩪# ⋞ᇪ㨎# ➆# ᕎႚᅃ#

㤥⫏◲⯲# ᕎⱆ⅚ᡳ○# 㡣ቺႬ⯚# ኒ# ↎᝾# 㮂⧆# 㔊# 317658⯲# Ⴌ⯞# ႚ⹞᝾1#

㏶⫏◲⯲# ᅗ⭊# ➆# ⬒ႚᅃ# ᕎⱆ⅚ᡳ○⯚# 3164:3⯖ᳶ# ➆# ᕎႚᅃ#

ᕎⱆ⅚ᡳ○Ⱂ# 315898↎᝾# 㔊# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1# 㤥⫏◲Ⰾ# ㏶⫏◲↎᝾#

╛រⲛ⯖ᳶ# ᆖរ㡣ႚᢶ# ᄝ⩪# រ㨎# ႚᅃ# 㧲ᰗ⩪# រ㧶# ⭊Ჾႚ# ណᅂⰢ᝾ᅺ#

㨎▷㧺# ⚲ᡞ# Ⱒ⯞# ᄝⰎ᝾1# ኒᲆᔲ# ኒᲡ᝾Ἆ# ➆# ᕎႚᅃ# 㤥⫏◲⯲#

ᕎⱆ⅚ᡳ○# 㡣ቺႬⰎ# ➆# ⬒ႚᅃ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○# 㡣ቺႬ↎᝾# ᘬ⯚#

㪞╛⯞# ⫂Ⲟ㰢# ▾἟㧺# ⚲# ⩠⯞# ᄝⰎ᝾1#

᧊ᰖ▶# ⫏◲⯲# ╛រⲛ# ႚᅃⰒ# ⫏◲⯲# ᕎⱆ⅚ᡳ○⯚# គ⚶㰢# ႚᅃ# 㧲ᰗ⯲#

⭊Ჾ⫚# 㢇ᰗ# ⲯ↎Ṧ⯞# ណᅺⰢ⹚ᜮ# ⧤⯞# ᄝⰎ᝾1# ⫏◲⯲# ᕎⱆ⅚ᡳ○⯚#

ዊㆢⰪ╊Ⱂ# NRVSL533⯲# ╛❓ᆖ# 㧲ᰗ# ⨫⃃㨿⩪# រ㧶# ⅚ᡳ○# ⲯ↎Ḗ# ណᅺ#

Ⱒ⯞# ᄝ⯖ᳶ# ⪢╛㧺# ⚲# Ⱒ᝾1# ᧊ᰖ▶# ㏶⫏◲ᆖ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○#

ⲯ↎Ḗ# ₮㕯⯖ᳶ# ዊㆢⰪ╊⯲# ⭚⹛Ⱎ⯞# ▾἟㧲ᅺⰪ# 㧲ᜮ# ⪊ሆᜮ# 㕚ន○⯞#

⩕⯞# ⚲# Ⱒ᝾ᅺ# ╷ႛ㧶᝾1# ᪪㧶# គ⚶㰢# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○/# 㤥⫏◲⯲#

ᕎⱆ⅚ᡳ○# ႛႛ⯞# ╎㡎↎ᜮ# ᄝ↎᝾# ᣪ# ᕎⱆ⅚ᡳ○⯲# ヂⰎḖ# ╎㡎↎ᜮ#

ᄝⰎ# ៮⭋# ⯲ₒⰢ᝾ᅺ# 㞪គ㧺# ⚲# Ⱒ᝾1# ዊㆢⰪ╊⯲# ႚᅃⰎ# ╛❓㧺# ᧦#

ⰎⰏ⯞# ⩕ᜮ# ㏶⫏◲ᆖ/# ዊㆢⰪ╊⯲# ႚᅃⰎ# 㧲ᰗ㧺# ᧦# ⰎⰏ⯞# ⩕ᜮ#

㤥⫏◲⯲# ヂⰎḖ# ╎㧚᝾Ἆ/# ❶ⰿ⩪# ⴎⱆ㧲ᜮ# ዊㆢⰪ╊⯲# ⭚⹛Ⱎ⩪# រ㧶# #

(16)

᝾⨫㧶# ⃃㨿⩪# រ㧶# 㯪Ḟ⯞# 㞦⧟㧺# ⚲# Ⱒዊ# ᧦ῒⰎ᝾1#

#

#

僠1# ⅚ᡳ○# ✾㓪⫚# NRVSL533# ⚲Ⰿ᷺#

ǧ# 㞦㝒⩪▶ᜮ# 㤥⫏◲ᆖ# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○⯲# ヂⰎᳶ# ሆ㧶# Vnhz#

⅚⚲⫚# NRVSL533# ⹚⚲# ⚲Ⰿ᷺# ႞⯲# ᆚᅞḖ# ╎㡎↎ዊᳶ# 㧲ᄺ᝾1# ❾Ⲷᳶ#

⫏◲# ❶ⰿ⩪# ណዎ# ⲯ↎ႚ# ዊㆢⰪ╊⯲# ⚲Ⰿ᷺ᆖ# ⩖Ṣᔲ# ╛ᆚᆚᅞႚ# Ⱒᜮ⹚#

ኒṆᅺ# Ⰾ# ⫏◲# ❶ⰿ⩪# ណዎ# ⲯ↎ႚ# ₒᰲ# ዊㆢⰪ╊⯲# ⚲Ⰿ᷺⩪# រ㨎#

⮺⯲ₒ㧶# ⪢㊻Ჿ⯞# ႚ⹚ᜮ⹚Ḗ# ᄚ⸷㨎↎ᅺⰪ# 㧶᝾1# Ⰾ⩪# រ㨎# ㅅ# ™⺒ᜮ#

នⰖ# ▾἟⅚⚲⫚# នⰖ# NRVSL533# ⚲Ⰿ᷺# ႞⯲# ᆚᅞḖ# ╎㡎↎ᅺ/# ᣪ#

™⺒ᜮ# នⰖ# ▾἟⅚⚲⫚# ⰏⰖ# NRVSL533# ⚲Ⰿ᷺# ႞⯲# ᆚᅞḖ# ╎㡎↎ᅺⰪ#

㧶᝾1#

?㣶# 6A⩪▶ᜮ# Vnhz# ⅚⚲⫚# ዊㆢ# 㙏ᅞ⅚⚲Ⱂ# ῎⮞㩲ⰎⰪ⯂Ṧ⯞#

╎㡎↎ዊᳶ# 㧶᝾1#

#

‡–—”ൌ Ⱦଵ୲ή ‹• ”‡‡൅ Ⱦଶ୲ή ‡™ͳ൅ Ⱦଷ୲ή ‡™ʹ#

#

(17)

‡–—”୲ାଵൌ Ⱦଵ୲ή ‹• ”‡‡൅ Ⱦଶ୲ή ‡™ͳ൅ Ⱦଷ୲ή ‡™ʹ#

#

Vnhz4ᆖ# Vnhz5⯲# ᅞ⚲ႚ# ὂᣪ# ⯦⚲Ⱂ# ᄝ⯞# 㙏㨎# ዊ→ⲛ⯖ᳶ# Vnhz4ᆖ#

Vnhz5ᜮ# ὂᣪ# NRVSL533# ⹚⚲# ⚲Ⰿ᷺ᆖ# ⯦⯲# ᆚᅞḖ# ႚ⹞᝾ᜮ# ᄝ⯞# ⧦#

⚲# Ⱒ᝾1# ኒᲆᔲ# Vnhz4⯲# ᅗ⭊# 㧶# ᅗ⭊⩪# រ㨎▶Ṧ# ⮺⯲ₒ㧶# w# 㙏ᅞᱣ⯞#

ႚ⹞᝾1# ៮ሊ᝾ᔲ# ⰏⰖ# NRVSL533# ⹚⚲# ⚲Ⰿ᷺ᆖ⯲# ᆚᅞ⩪▶ᜮ# Ⲟ㪚#

⮺⯲ₒ㧶# Ⴌ⯞# ↎Ⰾ⹚# ὕ㧶᝾1# ᧊ᰖ▶# គ⚶㰢# 㤥⫏◲ᆖ# ㏶⫏◲⯲#

ᕎⱆ⅚ᡳ○⯲# ヂⰎḖ# ሆ㧶# Vnhz4⯚# ዊㆢⰪ╊⯲# ⚲Ⰿ᷺⯞# ⪢㊻㧲ᜮ#

᠊⩪ᜮ# ⮺⯲○⯞# ႚ⹚⹚# ὕ㧲ᜮ# ᄝ⯖ᳶ# 㨎▷㧺# ⚲# Ⱒ᝾1# ᪪㧶# Vnhz4Ⰾ#

⮺⯲ₒ㧶# ╛ᆚᆚᅞḖ# ႚ⹢# ᧦ᜮ# ῎⮞㩲ⰎⰪ⯂Ⰾᰖᜮ# 㙏Ⲷ⅚⚲ႚ# ⩠Ⰾ# ⪾⹛#

Vnhz4# ⅚⚲# 㫚ᳶṦ# ▾἟⅚⚲ᳶ# ⦊⪚⯞# ᧦# ⑪Ⰾ᝾1# ᧊ᰖ▶# Vnhz4# ⅚⚲ᜮ#

នⰖ# NRVSL533# ⚲Ⰿ᷺ᆖ⯲# ╛ᆚᆚᅞ⩪▶ᡞ# ⮺⯲ₒ㧶# ⯦⯲# ᆚᅞḖ#

↎Ⱂ᝾ᅺ# 㞪គ㧲ዊ⩪ᜮ# ῎Ṇႚ# ᧊Ḗ# ᄝ⯖ᳶ# ↎Ⱂ᝾1#

₲Ἆ# Vnhz5# ⅚⚲ᜮ# ὂ᥺# 㬦ቚ❷⩪▶# ⮺⯲ₒ㧶# w# 㙏ᅞᱣ# Ⴌ⯞# ႚ⹞᝾1#

នⰖ# NRVSL533# ⚲Ⰿ᷺ᆖ⯲# ᆚᅞ⩪# រ㨎▶# ỖⲚ# ╎㡎↎ᡞ᳷# 㧲ᄺ᝾1#

㙏Ⲷ⅚⚲# ⩠Ⰾ# Vnhz5# ⅚⚲Ṧ# 㫚ᳶ# 㬦ቚ❷⩪# 㛆Ⱏᢺ# ᧦# w# 㙏ᅞᱣⰎ# ႚⰿ#

㔆᝾1# ኒᲆᔲ# ῎⮞㩲⚲Ⰿ᷺ᆖ# Vnhz4# ▾἟⅚⚲ႚ# ႛႛ# 㫓⯚# ὂᣪ# 㢆㨂ᢺ#

᧦⩪ᡞ# ⪆Ⲟ㰢# Vnhz5# ᜮ# ⮺⯲ₒ㧶# ⯦⯲# ᅞ⚲Ḗ# ↎Ⱂ᝾1# ኒᲆᔲ# Vnhz5#

⅚⚲# 㫚ᳶ# 㬦ቚ❷⩪# 㛆Ⱏᢺ# ᧦↎᝾# ᅞ⚲# Ⴌ⯚# 05/<35:3⩪▶# 0619767⫚#

0619343⯖ᳶ# 㮂⧆# Ⱛ⧞⹚ᜮ# ᄝ⯞# ↖# ⚲# Ⱒ᝾1# ⸣/# ᝾Ḓ# ⅚⚲᥾ᆖ# 㨂፲#

㛆Ⱏᢺ# ᧦# Vnhz5ᜮ# NRVSL533# ⚲Ⰿ᷺ᆖ⯲# ⯦⯲# ᆚᅞႚ# ៮⭋# 㔆ᄦ# #

(18)

ᔲ㕚ᔶ᝾1# Ⰾᜮ# ⰏⰖ# NRVSL533# ⚲Ⰿ᷺ᆖ⯲# 㬦ቚ❷⩪▶ᡞ# Ṣテႚ⹚Ⰾ᝾1#

᪪㧶# ⶖὃ㧺# Ⲫ⯚# Vnhz5# ⅚⚲ᜮ# Vnhz4ᆖᜮ# ឆṆ# ⰏⰖ# NRVSL533#

⚲Ⰿ᷺ᆖ⯲# ᆚᅞ⩪▶# ⮺⯲ₒ㧶# ⯦⯲# Ⴌ⯞# ႚ⹞᝾1# ⸣/# Vnhz4Ⰾ# ዊㆢⰪ╊#

⚲Ⰿ᷺ᆖ# ╛ᆚᆚᅞᜮ# ႚⳒᡞ# ⪢㊻ᲿⰎ# Ⱒ᝾ᜮ# ᄝ⯚# ዊ႞ᢲ⩢៲# ᄝᆖᜮ#

ឆṆ/# Vnhz5# ⅚⚲ᜮ# ₒᰲ# ዊㆢⰪ╊# ⚲Ⰿ᷺⩪# រ㧶# ⪢㊻Ჿ# ᪪㧶# Ⴐ㈮ᅺ#

Ⱒ᝾ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1# ⬒ႚᅃ# 㤥⫏◲ᆖ# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○⯲# ヂⰎⰒ#

Vnhz5ႚ# Vnhz4↎᝾# ₖႪ○Ⰾ# ᘬ⯚# ⅚⚲ᰖᜮ# Ⲫ⯞# ᅺᲾ㧶᝾Ἆ# Ⰾᲆ㧶#

ヂⰎḖ# ✗ᄦ# Ⰾ㨎㧺# ⚲# Ⱒ⯞# ᄝⰎ᝾1# ᪪㧶# Vnhz4ᆖ# Vnhz5⯲# ヂⰎḖ#

㙏㨎# ናគⲛⰒ# PႬ⯞# ႚ⹚ᜮ# ⫏◲⯞# ṾṾ㧲ᜮ# ᄊᰲⰪႚ# ↎᝾# ៮# Ṩ⯚#

ⲯ↎Ḗ# ႚ⹚ᅺ# Ⱒ᝾ᜮ# ╆❾⯞# ⮺㈮㧺# ⚲# Ⱒ᝾1#

Ⱆ₲ⲛ⯖ᳶ# NRVSL533ᆖ# Ⴓ⯚# ⹚⚲# ⚲Ⰿ᷺⯞# ▾἟㧲ᜮ# ᠊# ⶖᳶ# ⦊Ⰾᜮ#

῎⮞㩲ⰎⰪ⯂⯚# ᘚᰧᄦᡞ# NRVSL533# ⹚⚲# ⚲Ⰿ᷺⩪# ⅞᝾Ḓ# ▾἟Ჿ⯞#

ႚ⹚⹚# ὕ㧲ᜮ# ᄝ⯖ᳶ# ↎Ⱂ᝾1#w# ႬⰎ# 4⯞# ᖲ⹚# ⧤ᜮ# ᄝ⯞# 㙏㨎# ⰎḖ# ⧦# ⚲#

Ⱒ᝾1# ኒᲆᔲ# 㝓Ⰾ㧶# Ⲫ⯚# Vnhz5# ⅚⚲⫚# 㨂፲# 㬦ቚ❷⩪# 㛆Ⱏᢺ# ᅗ⭊#

῎⮞㩲ⰎⰪ⯂⯲# ▾἟Ჿ# ⪇❶# ⮺⯲ₒ㨎⹞᝾1# ᪪㧶# ῎⮞㩲ⰎⰪ⯂# គᡟ⯖ᳶ#

㛆Ⱏᢲᄊᔲ# Vnhz4# ⅚⚲⫚Ṧ# 㛆Ⱏᢲ⩢⯞# ᧦⫚ᜮ# ឆṆ# ᅞ⚲ᡞ# ╛ន㰢#

㍾⹚ᜮ# ᄝ⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1# ⸣/# Vnhz5⯲# ⴎⱆᜮ# ῎⮞㩲ⰎⰪ⯂⯲#

▾἟Ჿᡞ# ᘬ⪆⶚᝾1#

Ṣ⹚ṣ⯖ᳶ# →# 㬦ቚ❷⩪▶# ⮺Ⱆ㧲ᄦ# ⹚☧ⲛ⯖ᳶ# ⮺⯲ₒ㧶# Ⴌ⯞# ႚ⹚ᜮ#

Vnhz5⯲# ⪢㊻Ჿ⩪# រ㨎# ╎㡎↎ዊᳶ# 㧲Ⱚ1# នⰖ# NRVSL533# ⚲Ⰿ᷺ᆖ⯲#

ᆚᅞ⫚# ⋞ᇪ㧲⪆# ⰏⰖ# NRVSL533# ⚲Ⰿ᷺ᆖ⯲# ᆚᅞ⩪▶# ὂᣪ# w# 㙏ᅞᱣᆖ# #

(19)

ᅞ⚲# ႬⰎ# 㧲ᰗ㧲ᅺ# Ⱒ᝾1# ⸣/# ❶႞Ⰾ# 㯪Ḗ⚲᳷# ⫏◲# 㝓○⩪# ណዎ# ⲯ↎ႚ#

╆ᰖ⹚ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1# ⰎḖ# Ⰾ⭃㧲⪆# ⰿዊ# ↎⮺# ⚲Ⰿ᷺ᆖ# Vnhz5⫚⯲#

ᆚᅞႚ# ⩎ᨺ㧺⹚# ╎㡎↎Ἆ# ⴥ⯞# ᄝⰎ᝾1# Ⰾ⩪# រ㨎▶ᜮ# Ⰾ㭞# ?㣶# 9A⩪▶#

╎㡎↎ዊᳶ# 㧲ᄺ᝾1#

᝾⯦⯚# ῎⮞㩲ⰎⰪ⯂# ⬒⩪# ⪆ᲆ# 㙏Ⲷ⅚⚲Ḗ# ㈮ႚ㧲⪆# Vnhz# ⅚⚲⫚#

NRVSL533# ⚲Ⰿ᷺# ႞⯲# ᆚᅞḖ# ?㣶# 7A⩪▶# ᝾❶# ╎㡎↎ᡞ᳷# 㧲ᄺ᝾1#

#

‡–—”ൌ Ⱦଵ୲ή ‹• ”‡‡൅ Ⱦଶ୲ή ‡™ͳ൅ Ⱦଷ୲ή ‡™ʹ൅ Ⱦସ୲ή —”‘˜‡”൅ Ⱦହ୲ή ‘Ž൅ Ⱦ଺୲ ή ‘Ž—‡൅ Ⱦ଻୲ή ’‡൅ Ԗ

#

‡–—”୲ାଵൌ Ⱦଵ୲ή ‹• ”‡‡൅ Ⱦଶ୲ή ‡™ͳ൅ Ⱦଷ୲ή ‡™ʹ൅ Ⱦସ୲ή —”‘˜‡”൅ Ⱦହ୲ή ‘Ž൅ Ⱦ଺୲ ή ‘Ž—‡൅ Ⱦ଻୲ή ’‡൅ Ԗ

#

⮞# 㬦ቚ❷⩪▶# Wxuqryhuᜮ# ዊㆢⰪ╊Ⱂ# NRVSL533⯲# Ⱆ⅞# ᄊᰲᱣ⯞#

⯲ₒ㧲ᅺ/# Yro# ⅚⚲ᜮ# NRVSL533# ⹚⚲# ⚲Ⰿ᷺⯲# Ⱆ⅞# ⅚ᡳ○⯞# ᔲ㕚ᕒ᝾1#

Yroxphᆖ# Rshq# ⅚⚲ᜮ# ႛႛ# NRVSL533# ⫏◲⯲# Ⱆ⅞# ᄊᰲᱣᆖ#

ₒᅊⲶ⨗ⲯ⚲ᱣ⯲# ㆷ# 㨃⯞# ႚṆ㕂᝾1# 㙏Ⲷ⅚⚲ႚ# 㛆ⰟᢲⰪ# Vnhz4ᜮ# នⰖ#

NRVSL533# ⚲Ⰿ᷺ᆖ⯲# ⯦⯲# ╛ᆚᆚᅞ# ṢⲚᡞ# ⮺⯲○Ⰾ# ╆ᰖ⳦᝾1# ᕈ⯚# w#

㙏ᅞᱣ⯖ᳶ# ⮺⯲ₒ㧲⹚# ⧤ዊᜮ# 㧲⹚Ṧ# Vnhz5⫚# 㨂፲# 㛆Ⱏᢶ# ᣪ# ™⺒/# ᖾ#

™⺒# 㬦ቚ❷⩪▶ᜮ# ᅞ⚲ႚ# ⨫⯲# Ⴌ⯞# ႚ⹚ዊዦ⹚# 㧶᝾1#

₲Ἆ# Vnhz5⯲# ᅗ⭊# 㙏Ⲷ⅚⚲ႚ# Ṩ⧞⹪⩪# ᧊ᰖ# w# 㙏ᅞᱣ⯲# ⲢរႬᡞ# #

(20)

៮⭋# ㍾⹚ᅺ# ᅞ⚲⯲# ⲢរႬᡞ# ៮⭋# ㍾Ⳓ# NRVSL533# ⚲Ⰿ᷺ᆖ# ៮# 㔊# ⯦⯲#

ᆚᅞḖ# ↎Ⱂ᝾1# Ⰾᜮ# Vnhz4# ⅚⚲ႚ# 㙏Ⲷ⅚⚲ႚ# ㈮ႚᢺ⚲᳷# ኒ# ▾἟Ჿ⯞#

Ⱍᜮ# ᄝᆖᜮ# ╛₲ᢶ# ὂ❏Ⰾ᝾1# ᪪㧶# Vnhz5# ⅚⚲ᜮ# នⰖ# ⚲Ⰿ᷺#

ⴟ☧⅚⚲⩪# រ㨎# ⮺⯲ₒ㧶# w# 㙏ᅞᱣ⯞# ႚ⹢# ⑪# ⧞ᝢᰖ# ⰏⰖ# ⚲Ⰿ᷺⩪#

រ㨎▶ᡞ# ⮺⯲○⯞# ↎Ⱂ᝾1# ⸣/# គ⚶㰢# ⯦⯲# ╛ᆚᆚᅞḖ# ႚ⹢# ⑪Ṧ# ⧞ᝢᰖ#

ₒᰲ# NRVSL533# ⚲Ⰿ᷺⯲# 㧲ᰗ# ᪪㧶# ⪢㊻㧺# ⚲# Ⱒ᝾ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1#

᝾Ṧ/# នⰖ# ⚲Ⰿ᷺⩪# រ㧶# 㬦ቚ❷# ᅞ⚲⩪# ⋞㨎# ⰏⰖ# ⚲Ⰿ᷺⩪# រ㧶# ᅞ⚲ᜮ#

ኒ# ⲢរႬⰎ# Ⱛ⯚# ᄝ⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1# ⧸▶⫚# Ṣテႚ⹚ᳶ# ❶႞Ⰾ# 㯪Ḟ⩪#

᧊ᰖ# ⫏◲# 㝓○⩪# ណዎ# ⲯ↎ႚ# ╆ᰖ⹞᝾ᅺ# 㨎▷㧺# ⚲# Ⱒ᝾1#

Ⰾ# ᅗ⭊# ῎⮞㩲⚲Ⰿ᷺⯚# នⰖᆖ# ⰏⰖ# NRVSL533# ⚲Ⰿ᷺⩪# រ㨎# ὂᣪ#

⮺⯲ₒ㧲⹚# ⧤⯚# Ⴌ⯞# ↎Ⱂ᝾1# ኒᲆᔲ# នⰖ# NRVSL533# ⚲Ⰿ᷺ᆖ⯲#

ᆚᅞ⩪▶ᜮ# ⧸▶⫚# Ṣテႚ⹚ᳶ# Vnhz5ႚ# ㈮ႚᣂ⩪# ᧊ᰖ# ⮺⯲ₒ㧲⹚ᜮ#

⧤⹚Ṧ# w# 㙏ᅞᰫⰎ# ⸷ႚ㧲ᜮ# ⨫╛⯞# ↎Ⱂ᝾1# ᝾Ṧ# ⰏⰖ# ⚲Ⰿ᷺ᆖ⯲#

ᆚᅞ⩪▶ᜮ# Ⰾᲊ# ᆚᅞႚ# ៮# Ⰾ╛# ᔲ㕚ᔲ⹚# ⧤ᜮ᝾1# 㝓Ⰾ㧶# Ⲫ⯚#

NRVSL533# ⚲Ⰿ᷺⯲# ⅚ᡳ○Ⱂ# Yro⅚⚲ႚ# នⰖ# ⚲Ⰿ᷺ᆖᜮ# ⮺⯲ₒ㧶#

ᆚᅞḖ# ↎Ⰾ⹚# ⧤⯖ᔲ/# ⰏⰖ# ⚲Ⰿ᷺ᆖᜮ# ⮺⯲ₒ㧶# ⨫⯲# ᆚᅞḖ# ↎Ⱂ᝾1# ⸣/#

⪾ᜲ# NRVSL533# ⚲Ⰿ᷺⯲# ⅚ᡳ○Ⰾ# 㔆Ἆ# ⪾ᜲ# NRVSL533# ⚲Ⰿ᷺Ⰾ# ᘬ⯚#

ᄝⰎ# ⮺⯲ₒ㧲⹚ᜮ# ⧤⯖ᔲ/# ᕎⰖ⯲# ᘬ⯚# ⚲Ⰿ᷺⯞# ⪢㊻㧶᝾1#

?㣶# 8A⩪▶ᜮ# ?㣶# 6Aᆖ# ?㣶# 7A⩪▶# ⦊Ⱂ# ▾἟⅚⚲# ႞⯲# ╛ᆚᆚᅞḖ#

╎㡎↎⧲᝾1# ?㣶# 8A⩪▶# ↖# ⚲# Ⱒᦉ# Vnhz4ᆖ# NRVSL533# ⚲Ⰿ᷺⯚# <3(#

❺ᵊ⚲⶚⩪▶# ⮺⯲ₒ㧶# ⯦⯲# ᆚᅞḖ# ႚ⹞᝾1#Vnhz5ᜮ# ❺ᵊ⚲⶚# <<(⩪▶# #

(21)

NRVSL533# ⚲Ⰿ᷺ᆖ# ⮺⯲ₒ㧶# ⯦⯲# ᆚᅞḖ# ↎Ⱂ᝾1# ᪪㧶# ኒ# ᅞ⚲# ⪇❶# #

៮⭋# 㔆᝾1# ⬮⨗㧲Ἆ# Vnhz4⩪# ⋞㨎# Vnhz5ႚ# ዊㆢⰪ╊⯲# ⚲Ⰿ᷺ᆖ# ⯦⯲#

╛ᆚᆚᅞႚ# ៮⭋# Ⴏ㧲ᅺ# ⮺⯲㧲᝾1# ኒᲆᔲ# ዊ→ⲛ⯖ᳶ# ▾἟⅚⚲# ႞#

╛ᆚᆚᅞႚ# ᘬ⯚# Ⲫ⯚# →# 㬦ቚ❷⯲# 㔊# 㧶ᅞᳶ# Ꮧ⯞# ⚲# Ⱒ᝾1#

#

#

僡1# ⅚ᡳ○# ✾㓪⫚# ⰿዊ# ⚲Ⰿ᷺# ႞⯲# ᆚᅞ#

?㣶# 9A⩪▶ᜮ# ⧸▶# ⩒ኣ㨢៲# ᄝㄲᲖ# ⰿዊ# ↎⮺⚲Ⰿ᷺ᆖ# Vnhz⫚⯲#

ᆚᅞḖ# ╎㡎↎⧲᝾1# គ# ⪆ዊ▶# ↎⮺⚲Ⰿ᷺⯚# 4Ⱆ# ⚲Ⰿ᷺ᳶ# ዊ㧲㡣ቺ㧶#

ႬⰎ᝾1#

#

‘ކ‹‰‡”‹‘†‡–—” ൌ ൥ෑሺͳ ൅ ”

୲ୀଵ

െ ͳ#

⧸▶# ╎㡎→# ₮⩪# ᧊ḎἎ# 㙏Ⲷ⅚⚲ႚ# ㈮ႚᢲ⩢⯞# ᅗ⭊/# Vnhz4⯲# ᅗ⭊#

NRVSL533# ⹚⚲# ⚲Ⰿ᷺ᆖ⯲# ╛ᆚᆚᅞ⩪▶ṢⲚᡞ# ⮺⯲○Ⰾ# ╆ᰖ⳦᝾1# ᪪㧶#

㙏Ⲷ⅚⚲ႚ# ㈮ႚᢲ⹚# ⧤⯞# ᅗ⭊⩪ᡞ# Vnhz4⯲# ᅗ⭊# ₒᰲ# ⹚⚲# ⚲Ⰿ᷺⩪#

រ㧶# ⪢㊻Ჿ⯚# ⩠⩢᝾1# ᧊ᰖ▶# ↎᝾# ⰿዊⰒ# ↎⮺⚲Ⰿ᷺⯲# ⪢㊻Ჿ⯞#

#

(22)

㬦ቚ❷⩪# 㢆㨂㧲⹚# ⧤⧲᝾1# ?㣶# 9A⩪▶ᜮ# ⰏⰖ# ⚲Ⰿ᷺⩪# រ㨎▶# ⮺⯲ₒ㧶#

⪢㊻Ჿ⯞# ↎⪚៲# Vnhz5⯲# ⅚⚲ႚ# ╛រⲛ⯖ᳶ# ⰿዊ႞Ⱂ# 5/# 6/# 8/#

:/#/43#/46Ⱆ# ႞⯲# ↎⮺⚲Ⰿ᷺⩪ᡞ# ⪢㊻Ჿ⯞# ႚ⹚ᜮ⹚# ⧦⧞↎ᅺⰪ# 㧶᝾1# #

5Ⱆ⩪▶# 46Ⱆዦ⹚# ↎⮺ዊ႞Ⰾ# ᜲ⩎ᔲἎ▶# ⶫ႞⩪# ⅚ᡳⰎ# Ⱒዊᜮ# 㧲ᔲ#

ᑒ⶚㰢# w# 㙏ᅞᱣⰎ# Ⱛ⧞⹚ᜮ# ⨫╛⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1# ⸣/# Vnhz5⯲#

▾἟ᲿⰎ# Ⲫヂ# ⶞⩎᥾ᅺ# Ⱒ᝾ᅺ# 㨎▷㧺# ⚲# Ⱒ᝾1# ↎⮺ዊ႞Ⰾ# Ⲫヂ#

ᜲ⩎ᔺ⚲᳷# Vnhz5⯲# ⮺⯲ₒ㧶# ⯦⯲# ⪢㊻Ჿ⯚# ᅊሇ# ╆ᰖ⹢# ᄝ⯖ᳶ#

⪢╛ᢶ᝾1# ⸣/# ዊ႞Ⰾ# ዒ⩎⹢⚲᳷# Ⲫヂ# 㔊# Vnhz5# ႬⰎ# ៮# Ⰾ╛#

↎⮺⚲Ⰿ᷺⯲# 㧲ᰗ⯞# ⪢㊻㧲⹚# ὕ㧶᝾1# ኒᲆᔲ# ╷ႛ↎᝾# ⪾᱅ᡳ⧢# ⫏◲⩪#

ណዎ# ⲯ↎ႚ# NRVSL533# ⚲Ⰿ᷺⩪# រ㧶# ⪢㊻Ჿ⯞# ႚ⹚ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1#

ኒᲆᔲ# 㧶# ႚ⹚# ៮# ⶖὃ㧺# Ⲫ⯚# Vnhz5# ᅞ⚲⯲# ⲢរႬ⯚# ↎⮺ዊ႞Ⰾ#

ዒ⩎⹢⚲᳷# Ⱛ⧞⹚ᜮ# ᄝ⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1# ⸣/# ↎⮺ዊ႞Ⰾ# ዒ⩎⹢⚲᳷#

Vnhz5ႚ# ⪢㊻㧲ᜮ# NRVSL533# ⹚⚲# ⚲Ⰿ᷺⯲# 㧲ᰗ# ⲯᡞᜮ# ㈯☦ᢶ᝾ᅺ# ↖#

⚲# Ⱒ᝾1#

⸣/# Vnhz5ᜮ# ₒᰲ# NRVSL533# ⚲Ⰿ᷺⯲# 㧲ᰗ⯞# ⪢㊻㧲ዊᜮ# 㧲ᔲ/# ᅊሇ#

Vnhz5⩪# ណዎ# ⲯ↎ᜮ# ❶႞Ⰾ# 㯪ḞἎ▶# ╆ᰖ⹞᝾1# ኒᲆᔲ# 46Ⱆዦ⹚#

⹚☧ᢲᜮ# ᄝ⯖ᳶ# ↎⧞# ᏾# ⪾ᰶ❶႞# Vnhz5⯲# ណዎ# ⲯ↎ႚ# ╆ᰖ⹚⹚# ⧤ᅺ#

ᕂ⧞Ⱒ᝾ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1# ⧸▶⯲# ᅗ⭊⫚# Ṣテႚ⹚ᳶ# ῎⮞㩲⚲Ⰿ᷺⯲#

⪢㊻Ჿ⯚# ⴎⱆ㧲⹚# ⧤ᜮ᝾ᅺ# 㨎▷㧺# ⚲# Ⱒ᝾1#

#

#

(23)

→# ᘖῒ⯚# 5344ᗞ# 4⭮√㗊# 5347ᗞ# 45⭮ዦ⹚# NRVSL533# ⫏◲⯲# Ⱆ⅞#

ᕎⱆ⅚ᡳ○ᆖ# ᕎⱆ⅚ᡳ○⯲# 㟂㗎/# ኒṆᅺ# Ⰾ᥾Ⰾ# ዊㆢⰪ╊Ⱂ# NRVSL533#

⚲Ⰿ᷺⯞# ⪢㊻㧺# ⚲# Ⱒᜮ⹚# ⪆√Ḗ# ╎㡎↎⧲᝾1# →# ᘖῒ⩪▶ᜮ# ⫏◲⯲#

ᕎⱆ⅚ᡳ○⯞# ⫏◲⯲# 㪯㕶/# 㨣╆ႚᅃ/# ⰮⴎṦዊ# ᦋ⯲# ⴊᄎ᥾⯞# 㙏Ⲷ㧲ᅺ#

⊮ᰳ⚞⸢ὂ㪯⯞# 㙏㨎# ⪇╊㧶# Ⴌ⯖ᳶ# ⲯ⯲㨢᝾1# ᝾Ḓ# ⴊᄎ᥾Ⰾ# 㙏Ⲷᢲᅺ#

ᅞ╊ᢶ# ႬⰒ# Ṧ㔖# ⫏◲᥾# ႞⯲# ╛រⲛⰒ# ႚᅃ⯞# ᔲ㕚ᕒ᝾ᅺ# 㨎▷㧲⪚᝾1# #

⭊►# NRVSL533⩪# ᔲ㕚ᔲᜮ# ⅚ᡳ○# ✾㓪# 㪞╛⯞# 㫯Ⱂ㧲⪚᝾1# ⫏◲⯲#

㨣╆ႚᅃᆖ# ዊㆢⰪ╊⯲# ႚᅃ⯲# ⋞⯂Ⰾ# PႬⰎ# ናគⲛⰖ⚲᳷# ⫏◲⯲# ╛រⲛ#

ႚᅃⰒ# ᕎⱆ⅚ᡳ○Ⰾ# 㔆ᄦ# ᔲ㕚ᕆ᝾1# ኒᲆᔲ# ὂ᥺# PႬ⯲# ሆ႞⩪▶#

㤥⫏◲Ⰾ# 㡣ቺႬⰎ# ㏶⫏◲⯲# 㡣ቺႬ⯞# ╛㬦㧲⪚᝾1# →# ᘖῒ⯚#

ᕎⱆ⅚ᡳ○⩪# Ⰾᲆ㧶# 㟂㗎Ⰾ# ᔲ㕚ᔲᜮ# Ⰾ⮺ᜮ# ዊㆢⰪ╊# ⅚㫮⩪# រ㧶# ❶ⰿ#

ヒ⪆Ⱚ᥾⯲# ⪢㊻Ⰾ# ╛Ⰾ㧲ዊ# ᧦ῒⰎᰖᅺ# ↎⧲᝾1# ᧊ᰖ▶# ⫏◲⯲# 㝓○⩪#

ណዎ# ⲯ↎Ḗ# 㨎▷㧲Ἆ# ₒᰲ# ዊㆢⰪ╊⯲# ⚲Ⰿ᷺⯞# ⪢㊻㧺# ⚲# Ⱒ⯞# ᄝⰎᰖᅺ#

㞪គ㨢᝾1# ❶ⰿ⩪# ⴎⱆ㧲ᜮ# ╛Ⰾ㧶# ₙ⯦⯲# ⚶㭂ᆖḖ# 㞦⧟㧲ᅺⰪ# Vnhz#

⅚⚲Ḗ# ▾ⲯ㧲⪆# ₒᰲ# ⚲Ⰿ᷺⩪# រ㧶# ⪢㊻ᲿⰎ# Ⱒᜮ⹚# ╎㡎↎⧲᝾1#

→# ᘖῒ⩪▶# Ⰾ# Vnhz# ⅚⚲Ḗ# 㤥⫏◲ᆖ# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○⯲# ヂⰎᳶ#

ⲯ⯲㧲⪚ᅺ/# ኒ# ₖႪ○⯞# ᘬⰎዊ# ⮞㨎# ⬒ႚᅃ# 㤥⫏◲ᆖ# ⬒ႚᅃ# ㏶⫏◲⯲#

ᕎⱆ⅚ᡳ○⯲# ヂⰎᳶ# ▾ⲯ㧲ዊᡞ# 㧲⪚᝾1# →# ᘖῒ⯲# ⶖ⬮# ᅊᆖ⩪# ᧊ḎἎ#

⬒ႚᅃ# 㤥⫏◲ᆖ# ⬒ႚᅃ# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○⯲# ヂⰎⰒ# Vnhz5# ⅚⚲ᜮ#

ⰏⰖ# NRVSL533# ⹚⚲⯲# ⚲Ⰿ᷺ᆖ# ⮺⯲ₒ㧶# ⯦⯲# ╛ᆚᆚᅞḖ# ႚ⹞᝾1# ⸣/#

Vnhz5# ⅚⚲ᜮ# ₒᰲ# NRVSL533# ⹚⚲⯲# 㧲ᰗ⯞# ⪢㊻㧺# ⚲# Ⱒ᝾1#

(24)

╎㡎↎ዊ# ⮞㨎# ↎⮺ዊ႞# ⚲Ⰿ᷺ᆖ⯲# ᆚᅞᡞ# ╎㡎↎⧲᝾1# ᝾Ṧ# ⪆ዊ▶#

↎⮺ዊ႞# ⚲Ⰿ᷺⯚# 4Ⱆ# គ⮞ᳶ# ዊ㧲㡣ቺ㧶# ႬⰎ᝾1# Ⰾ⩪# ᧊ḎἎ#

↎⮺ዊ႞Ⰾ# ᜲ⩎ᔺ⚲᳷# Vnhz5⯲# w# 㙏ᅞᱣᆖ# ᅞ⚲⯲# ⲢរႬⰎ# 㧲ᰗ㧲ᜮ#

⨫╛⯞# 㫯Ⱂ㧺# ⚲# Ⱒ⩢᝾1# ⸣/# Vnhz5⯲# NRVSL533# 㧲ᰗ# ⪢㊻Ჿ⯚#

↎⮺ዊ႞Ⰾ# ᜲ⩎ᔺ⚲᳷# ⨗㨎⹚ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1#

#

#

#

#

#

#

#

#

#

#

#

##

(25)

Ⴏₖ⭊/# 佥㧶ሇ# Ⱚ→❶ⰿ⯲# ⶖ❷㦞Ṇₒ⩞ᆖ# ⮞㩲㬦㧖ᅞ⚲# ㈮ⲯ佦/# ⯫⭃ᅗⲶ/#

43/#533;#

ⴊណ/# 佥㏮✾㧖# 533# ⹚⚲⫏◲⯲# ᕎⱆ⅚ᡳ○佦/# ►ῖ⪊ሆ/#44/#5348#

Ednvkl/# J1# dqg# Ndsdgld/# Q1/#“Yrodwlolw|# Ulvn# Suhplxpv# Hpehgghg# lq#

Lqglylgxdo# Htxlw|# Rswlrqv# Vrph# Qhz# Lqvljkwv”/# Wkh# Mrxuqdo# ri#

Ghulydwlyhv/#44/#5336#

Edqhumhh/#U1#M1/#Grudq#dqg#Shwhuvrq/#G1/#“Lpsolhg#Yrodwlolw|#dqg#Ixwxuh#

Sruwirolr#Uhwxuqv”/#Mrxuqdo#ri#Edqnlqj#dqg#Ilqdqfh/#64/#5339#

Frydo/M1G1# dqg# Vkxpzd|/# W1/#“H{shfwhg# Rswlrq# Uhwxuqv”/# Wkh# Mrxuqdo#

ri#wkh#Dphulfdq#Ilqdqfh#Dvvrfldwlrq/#89/#5334#

Grudq/#M1V1/#Shwhuvrq/#G1#U1#dqg#Wduudqw/#E1#F1/#ęLv#wkhuh#Lqirupdwlrq#lq#

wkh#Yrodwlolw|#VnhzBĚ/#Mrxuqdo#ri#Ixwxuhv#Pdunhwv/#5:/#533:#

Jlrw# dqg# Slhuuh/#“Lpsolhg# Yrodwlolw|# Lqglfhv# dv# Ohdglqj# Lqglfdwruv# ri#

Vwrfn#Lqgh{#UhwxuqvB”/#Mrxuqdo#ri#Sruwirolr#Pdqdjhphqw/#64/#5338#

Mdfnzhuwk/# M1F1/#“Uhfryhulqj# Ulvn# Dyhuvlrq# iurp# Rswlrq# Sulfhv# dqg#

Uhdol}hg#Uhwxuqv”/#Uhylhz#ri#Ilqdqfldo#Vwxglhv/#46/#5333#

Uxelqvwhlq/#“Lpsolhg#Elqrpldo#Wuhhv”/#Mrxuqdo#ri#Ilqdqfh/#7</#4<<7#

(26)

Yrodwlolw|# Vplun# Whoo# Xv# Derxw# Ixwxuh# Htxlw|# UhwxuqvB”/# Mrxuqdo# ri#

Ilqdqfldo#dqg#Txdqwlwdwlyh#Dqdo|vlv/#5343#

#

#

#

#

#

#

#

#

#

#

#

#

#

(27)

The Volatility Skew of KOSPI200 Option and KOSPI200 Returns

Lee, You Jin College of Business Administration The Graduate School Seoul National University

This paper veifies the implied volatility and its pattern of index option can forecast index option. The window period is from January 2011 to December 2014 and only the options with the residual maturities are between 10 and 60 are included. First, this paper assures that volatility skew appears in KOSPI200 index option and then tried to find whether there is correlation beteween the skewness and the return of index option.

The skewness is defined as the difference between the implied volatility of put and call option. Returns of KOSPI200 was serially regressed on the skewness. According to the findings of this paper, there is significant negative relation between skewness and future index return. In short, the bigger the difference between implied volatility of put and call option is, the bigger the skewness is, or the bigger the skewness is, the lower the future index return is.

Keywords: KOSPI200, Index Option, Implied Volatility, Volatility Skew Student Number: 2015-20644

(28)

?㣶# 4A# ⶖ⬮# ዊㆢ㙏ᅞᱣ#

㏶⫏◲ᆖ# 㤥⫏◲/# ⬒ႚᅃ# 㤥余㏶# ⫏◲# ₩# Vnhz4ᆖ# Vnhz5# ᦋ⯲# ⅚⚲⩪# រ㧶# ዊㆢ㙏ᅞᱣ⯞# ↎⪆⶚᝾1# ⰮⴎṦዊႚ# 43Ⱆ⩪▶# 93Ⱆ#

╆Ⰾ⩪# Ⱒᜮ# ㏶⫏◲ᆖ# 㤥⫏◲⯲# Ⴖ⚲ᜮ# ႛႛ# 8</:34⧃# ⴎⱆ㧶᝾1# ⰎⲞ# ⪊ሆ᥾ᆖ# Ṣテႚ⹚ᳶ# →# ⪊ሆរ╛# ⪇❶# ㏶⫏◲↎᝾# 㤥⫏◲⯲#

㡣ቺ# ᕎⱆ⅚ᡳ○Ⰾ# ៮# 㔊# ⨫╛⯞# ↎Ⱂ᝾1# Vnhz4ᆖ# Vnhz5ᜮ# Ⱆ⅞ᳶ# 㡣ቺ㧶# ㏶ᆖ# 㤥/# ⬒ႚᅃ# ㏶/# ⬒ႚᅃ# 㤥# ⫏◲⯞# Ⰾ⭃㨎# ሆ㧶#

Ⴌ⯖ᳶ# ႛႛ# ᆚ㊻㋲ᜮ# 4/794ᆖ# 4/754ႶⰎ᝾1# Vnhz5⯲# 7ᗞ㋲# 㡣ቺ# Ⴌ⯚# 313979⯖ᳶ# Vnhz5⯲# 㡣ቺႬⰒ# 313453⯲# ⨗# 7⃊# ⲯᡞ#

ᢲᜮ# ႬⰎ᝾1# ⸣/# គ⚶㧶# 㤥⫏◲ᆖ# ㏶⫏◲# ᕎⱆ⅚ᡳ○⯲# ヂⰎ↎᝾# ⬒ႚᅃ# 㤥⫏◲ᆖ# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○⯲# ヂⰎႚ# 㪞ᅃ㧲ᄦ# 㔆᝾ᜮ#

ᄝ⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1#

#

(29)

⫏◲⯲# 㨣╆ႚᅃᆖ# ዊㆢⰪ╊⯲# ႚᅃ⯲# ⋞⯂Ⱂ# PႬ⯲# ሆ႞⩪# ᧊Ḓ# ㏶⫏◲ᆖ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○⯞# ╎㡎↎⧲᝾1#PႬ⩪# ᧊ᰖ# ㆷ#

:Ⴖ⯲# ሆ႞⯖ᳶ# ᔲ᚞⩢᝾1# ⧸▶# 31;#?#P#?#31<8Ḗ# ⬒ႚᅃ# 㤥⫏◲⯖ᳶ# 4138#?#P#?#415Ḗ# ⬒ႚᅃ# ㏶⫏◲⯖ᳶ# ▾ⲯ㧲⪚᝾1# ᧊ᰖ▶#

㤥⫏◲# ዊ⶚⯖ᳶ# P4⯚# ➆# ⬒ႚᅃ# ሆ႞⯞/#P5⫚# P6ᜮ# ⬒ႚᅃ# ሆ႞⯞# P7ᜮ# ᦋႚᅃ# ሆ႞⯞# ᔲ㕚ᕒ᝾1#P8⫚# P9ᜮ# ᕎႚᅃ# ሆ႞

⯞/#P:⯚# ➆# ᕎႚᅃ# ሆ႞⯞# ᔲ㕚ᕒ᝾1# ㏶⫏◲⯲# ᅗ⭊# P:# ሆ႞Ⰾ# ➆# ⬒ႚᅃ/#P8⫚# P9# ሆ႞⯚# ⬒ႚᅃ/#P7ᜮ# ᦋႚᅃ# ሆ႞⯞# ႚ Ṇ㕂᝾1# #

#

#

#

#

#

#

#

#

(30)

?ኒṖ# 4A⯚# ?㣶# 5AḖ# ኒṖ⯖ᳶ# ᔲ㕚ᕎ⩎# ሆ႞⩪# ᧊Ḓ# ㏶⫏◲ᆖ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○⯞# ↎᝾# ↎ዊ# ✗ᄦ# ᔲ㕚ᕎ⩢᝾1# NRVSL533⯲# ᕎⱆ⅚ᡳ○#

㟂㗎⯞# ╎㡎↎Ἆ# ᦋႚᅃ⯞# ዊ⶚⯖ᳶ# ⋞រ㌇ⲛⰒ# ὂ❏Ⰾዊᜮ# 㧲ᔲ# ⬒ႚᅃ⩪▶ᜮ# ᘬᅺ# ᕎႚᅃ⩪▶ᜮ# ᕈ⯚# ὂ⨫Ⰾ# ⧞ᝦ/# ➆# ⬒ႚᅃᆖ# ➆# ᕎႚᅃ#

ὂᣪ⩪▶# ᘬ⯚# ᕎⱆ⅚ᡳ○⯞# ႚ⹚ᜮ# 㪯㕶ႚ# ᔲ㕚ᔶ᝾1# ⸣/# PႬⰎ# ናគⲛⰒ# ᅗ⭊⩪# ㏶⫏◲ᆖ# 㤥⫏◲# ὂᣪ# ᕎⱆ⅚ᡳ○Ⰾ# ㍾/# ╛រⲛ⯖ᳶ# ᅺ㡣ႚᢲ⩎#

Ⱒ᝾ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1# ὂ᥺# ሆ႞⩪▶# 㤥⫏◲# ᕎⱆ⅚ᡳ○⯲# 㡣ቺႬⰎ# ㏶⫏◲↎᝾# 㔆᝾1# ➆# ⬒ႚᅃ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○# 㡣ቺႬⰒ# 3168<4⩪#

⋞ᇪ㨎# ➆# ᕎႚᅃ# 㤥⫏◲⯲# ᕎⱆ⅚ᡳ○# 㡣ቺႬ⯚# ኒ# ↎᝾# 㮂⧆# 㔊# 317658⯲# Ⴌ⯞# ႚ⹞᝾1# ㏶⫏◲⯲# ᅗ⭊# ➆# ⬒ႚᅃ# ᕎⱆ⅚ᡳ○⯚# 3164:3⯖ᳶ# ➆#

ᕎႚᅃ# ᕎⱆ⅚ᡳ○Ⱂ# 315898↎᝾# 㔊# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1#

#

#

#

#

#

#

(31)

?㣶# 6A# ⅚ᡳ○# ✾㓪⫚# NRVSL533# ⚲Ⰿ᷺# ႞⯲# ᆚᅞ#

Vnhz4⯚# ⰏⰖ# NRVSL533# ⹚⚲# ⚲Ⰿ᷺ᆖ⯲# ᆚᅞ⩪▶ᜮ# Ⲟ㪚# ⮺⯲ₒ㧶# Ⴌ⯞# ↎Ⰾ⹚# ὕ㧶᝾1# ᧊ᰖ▶#

គ⚶㰢# 㤥⫏◲ᆖ# ㏶⫏◲⯲# ᕎⱆ⅚ᡳ○⯲# ヂⰎḖ# ሆ㧶# Vnhz4⯚# ዊㆢⰪ╊⯲# ⚲Ⰿ᷺⯞# ⪢㊻㧲ᜮ# ᠊⩪ᜮ#

⮺⯲○⯞# ႚ⹚⹚# ὕ㧲ᜮ# ᄝ⯖ᳶ# 㨎▷㧺# ⚲# Ⱒ᝾1# ₲Ἆ# Vnhz5# ⅚⚲ᜮ# ὂ᥺# 㬦ቚ❷⩪▶# ⮺⯲ₒ㧶# w#

㙏ᅞᱣ# Ⴌ⯞# ႚ⹞᝾1# ᪪㧶# ⶖὃ㧺# Ⲫ⯚# Vnhz5# ⅚⚲ᜮ# Vnhz4ᆖᜮ# ឆṆ# ⰏⰖ# NRVSL533# ⚲Ⰿ᷺ᆖ⯲#

ᆚᅞ⩪▶# ⮺⯲ₒ㧶# ⯦⯲# Ⴌ⯞# ႚ⹞᝾1# ⸣/# Vnhz4Ⰾ# ዊㆢⰪ╊# ⚲Ⰿ᷺ᆖ# ╛ᆚᆚᅞᜮ# ႚⳒᡞ# ⪢㊻ᲿⰎ#

Ⱒ᝾ᜮ# ᄝ⯚# ዊ႞ᢲ⩢៲# ᄝᆖᜮ# ឆṆ/# Vnhz5# ⅚⚲ᜮ# ₒᰲ# ዊㆢⰪ╊# ⚲Ⰿ᷺⩪# រ㧶# ⪢㊻Ჿ# ᪪㧶# Ⴐ㈮ᅺ#

Ⱒ᝾ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1#

#

#

#

#

#

#

#

#

#

#

#

#

#

(32)

Wxuqryhuᜮ# ዊㆢⰪ╊Ⱂ# NRVSL533⯲# Ⱆ⅞# ᄊᰲᱣ⯞# ⯲ₒ㧲ᅺ/# Yro# ⅚⚲ᜮ# NRVSL533# ⹚⚲# ⚲Ⰿ᷺⯲# Ⱆ⅞# ⅚ᡳ○⯞# ᔲ㕚ᕒ᝾1# Yroxphᆖ# Rshq# ⅚⚲ᜮ# ႛႛ#

NRVSL533# ⫏◲⯲# Ⱆ⅞# ᄊᰲᱣᆖ# ₒᅊⲶ⨗ⲯ⚲ᱣ⯲# ㆷ# 㨃⯞# ႚṆ㕂᝾1# 㙏Ⲷ⅚⚲ႚ# 㛆ⰟᢲⰪ# Vnhz4ᜮ# នⰖ# NRVSL533# ⚲Ⰿ᷺ᆖ⯲# ⯦⯲# ╛ᆚᆚᅞ# ṢⲚᡞ# ⮺⯲○Ⰾ#

╆ᰖ⳦᝾1# ᕈ⯚# w# 㙏ᅞᱣ⯖ᳶ# ⮺⯲ₒ㧲⹚# ⧤ዊᜮ# 㧲⹚Ṧ# Vnhz5⫚# 㨂፲# 㛆Ⱏᢶ# ᣪ# ™⺒/# ᖾ# ™⺒# 㬦ቚ❷⩪▶ᜮ# ᅞ⚲ႚ# ⨫⯲# Ⴌ⯞# ႚ⹚ዊዦ⹚# 㧶᝾1# ₲Ἆ# Vnhz5⯲#

ᅗ⭊# 㙏Ⲷ⅚⚲ႚ# Ṩ⧞⹪⩪# ᧊ᰖ# w# 㙏ᅞᱣ⯲# ⲢរႬᡞ# ៮⭋# ㍾⹚ᅺ# ᅞ⚲⯲# ⲢរႬᡞ# ៮⭋# ㍾Ⳓ# NRVSL533# ⚲Ⰿ᷺ᆖ# ៮# 㔊# ⯦⯲# ᆚᅞḖ# ↎Ⱂ᝾1# Ⰾᜮ# Vnhz4# ⅚⚲ႚ#

㙏Ⲷ⅚⚲ႚ# ㈮ႚᢺ⚲᳷# ኒ# ▾἟Ჿ⯞# Ⱍᜮ# ᄝᆖᜮ# ╛₲ᢶ# ὂ❏Ⰾ᝾1# ᪪㧶# Vnhz5# ⅚⚲ᜮ# នⰖ# ⚲Ⰿ᷺# ⴟ☧⅚⚲⩪# រ㨎# ⮺⯲ₒ㧶# w# 㙏ᅞᱣ⯞# ႚ⹢# ⑪# ⧞ᝢᰖ# ⰏⰖ#

⚲Ⰿ᷺⩪# រ㨎▶ᡞ# ⮺⯲○⯞# ↎Ⱂ᝾1# ⸣/# គ⚶㰢# ⯦⯲# ╛ᆚᆚᅞḖ# ႚ⹢# ⑪Ṧ# ⧞ᝢᰖ# ₒᰲ# NRVSL533# ⚲Ⰿ᷺⯲# 㧲ᰗ# ᪪㧶# ⪢㊻㧺# ⚲# Ⱒ᝾ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1# ᝾Ṧ/#

នⰖ# ⚲Ⰿ᷺⩪# រ㧶# 㬦ቚ❷# ᅞ⚲⩪# ⋞㨎# ⰏⰖ# ⚲Ⰿ᷺⩪# រ㧶# ᅞ⚲ᜮ# ኒ# ⲢរႬⰎ# Ⱛ⯚# ᄝ⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1# #

#

#

#

#

#

#

#

(33)

?㣶# 8A⩪▶# ↖# ⚲# Ⱒᦉ# Vnhz4ᆖ# NRVSL533# ⚲Ⰿ᷺⯚# <3(# ❺ᵊ⚲⶚⩪▶# ⮺⯲ₒ㧶# ⯦⯲# ᆚᅞḖ# ႚ⹞᝾1# Vnhz5ᜮ# ❺ᵊ⚲⶚#

<<(⩪▶# NRVSL533# ⚲Ⰿ᷺ᆖ# ⮺⯲ₒ㧶# ⯦⯲# ᆚᅞḖ# ↎Ⱂ᝾1# ᪪㧶# ኒ# ᅞ⚲# ⪇❶# ៮⭋# 㔆᝾1# ⬮⨗㧲Ἆ# Vnhz4⩪# ⋞㨎#

Vnhz5ႚ# ዊㆢⰪ╊⯲# ⚲Ⰿ᷺ᆖ# ⯦⯲# ╛ᆚᆚᅞႚ# ៮⭋# Ⴏ㧲ᅺ# ⮺⯲㧲᝾1# ኒᲆᔲ# ዊ→ⲛ⯖ᳶ# ▾἟⅚⚲# ႞# ╛ᆚᆚᅞႚ# ᘬ⯚# Ⲫ⯚#

→# 㬦ቚ❷⯲# 㔊# 㧶ᅞᳶ# Ꮧ⯞# ⚲# Ⱒ᝾1# #

#

#

#

#

(34)

?

?㣶# 9A# ⰿዊ# ↎⮺⚲Ⰿ᷺ᆖ# ⅚ᡳ○# ✾㓪⫚⯲# ᆚᅞ#

ⰏⰖ# ⚲Ⰿ᷺⩪# រ㨎▶# ⮺⯲ₒ㧶# ⪢㊻Ჿ⯞# ↎⪚៲# Vnhz5⯲# ⅚⚲ႚ# ╛រⲛ⯖ᳶ# ⰿዊ႞Ⱂ# 5/# 6/# 8/#

:/# /43# /46Ⱆ# ႞⯲# ↎⮺⚲Ⰿ᷺⩪ᡞ# ⪢㊻Ჿ⯞# ႚ⹚ᜮ⹚# ⧦⧞↎ᅺⰪ# 㧶᝾1# 5Ⱆ⩪▶# 46Ⱆዦ⹚# ↎⮺ዊ႞Ⰾ#

ᜲ⩎ᔲἎ▶# ⶫ႞⩪# ⅚ᡳⰎ# Ⱒዊᜮ# 㧲ᔲ# ᑒ⶚㰢# w# 㙏ᅞᱣⰎ# Ⱛ⧞⹚ᜮ# ⨫╛⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1# ⸣/# Vnhz5⯲#

▾἟ᲿⰎ# Ⲫヂ# ⶞⩎᥾ᅺ# Ⱒ᝾ᅺ# 㨎▷㧺# ⚲# Ⱒ᝾1# ↎⮺ዊ႞Ⰾ# Ⲫヂ# ᜲ⩎ᔺ⚲᳷# Vnhz5⯲# ⮺⯲ₒ㧶# ⯦⯲#

⪢㊻Ჿ⯚# ᅊሇ# ╆ᰖ⹢# ᄝ⯖ᳶ# ⪢╛ᢶ᝾1# ⸣/# ዊ႞Ⰾ# ዒ⩎⹢⚲᳷# Ⲫヂ# 㔊# Vnhz5# ႬⰎ# ៮# Ⰾ╛# ↎⮺⚲Ⰿ᷺⯲#

㧲ᰗ⯞# ⪢㊻㧲⹚# ὕ㧶᝾1# ኒᲆᔲ# ╷ႛ↎᝾# ⪾᱅ᡳ⧢# ⫏◲⩪# ណዎ# ⲯ↎ႚ# NRVSL533# ⚲Ⰿ᷺⩪# រ㧶# ⪢㊻Ჿ⯞#

ႚ⹚ᜮ# ᄝ⯞# ⧦# ⚲# Ⱒ᝾1# ኒᲆᔲ# 㧶# ႚ⹚# ៮# ⶖὃ㧺# Ⲫ⯚# Vnhz5# ᅞ⚲⯲# ⲢរႬ⯚# ↎⮺ዊ႞Ⰾ# ዒ⩎⹢⚲᳷#

Ⱛ⧞⹚ᜮ# ᄝ⯞# 㫯Ⱂ㧺# ⚲# Ⱒ᝾1# ⸣/# ↎⮺ዊ႞Ⰾ# ዒ⩎⹢⚲᳷# Vnhz5ႚ# ⪢㊻㧲ᜮ# NRVSL533# ⹚⚲# ⚲Ⰿ᷺⯲#

㧲ᰗ# ⲯᡞᜮ# ㈯☦ᢶ᝾ᅺ# ↖# ⚲# Ⱒ᝾1##

Referensi

Dokumen terkait

Distribution of each types of vacancy defects The figure 6 is the composite image of oxygen and barium vacancies.. For a and b, the colors of Vo+ and VBa- were switched for clear

Brain tumour risk in relation - mobile telephone use: results of the INTERPHONE international case-control study.. The INTERPHONE Study

The indication Bx IBx group consisted of patients who had initial C1q detection in a renal Bx performed at any other time periods due to a worsening of graft, defined as greater than

Stability of stevioside steviol glucosides in extreme pH and temperature condition The degradation of pure purified steviol glycoside Ru, Ste, Ste-G1, Ste-G2, Ste- G2’, RebC, RebC-G1,

Especially, the serial addition of PMT and TGF-β3 showed the decreased expression of collagen type II compared to TGF-β3 treatment group in 7 days of culture.. So we can suggest that

Also, Diggle 1990 suggested the function f· according to the distance from a point source given by fx−x0|θ = 1 +θ1exp{∥x−x0∥ θ2 2} ∥ · ∥=distance θ1=elevation in risk at the point

Thisaccessibility to thelow density range is investigated by two main factors known to set the low density limits,the runaway electron andtheplasmalocking by

21 over each bronchus.22 Because dynamic airway compression depends on the stability of the bronchial wall including not only anatomic structure and thickness but also smooth muscle,