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&RQWHQWV6$ξ˜˜ξ˜”ξ˜– 9ξ˜–
&ξ˜˜ξ˜–ξ˜“ξ˜“ξ˜“ξ˜ξ˜ξ˜*ξ˜”ξ˜”ξ˜šξ˜™ξ˜ξ˜ξ˜&ξ˜”ξ˜“ξ˜–
ξ˜›
ξ˜™ξ˜‘ξ˜— $QQXQFLDWLRQV ξ˜•ξ˜˜ξ˜”ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜—ξ˜‘ξ˜” ,QWURGXFWLRQ ξ˜•ξ˜˜ξ˜”ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜—ξ˜‘ξ˜• 2SHUDWLRQDO DQQXQFLDWLRQV  DGGUHVV EORFN ξ˜˜ξ˜” ξ˜•ξ˜˜ξ˜•ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜—ξ˜‘ξ˜– )DXOW DQQXQFLDWLRQV  DGGUHVV EORFN ξ˜˜ξ˜• WR ξ˜˜ξ˜— ξ˜•ξ˜™ξ˜•ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜—ξ˜‘ξ˜— &LUFXLW EUHDNHU RSHUDWLRQ VWDW LVWLFV  DGGUHVV EORFN ξ˜˜ξ˜™ ξ˜•ξ˜šξ˜•ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜—ξ˜‘ξ˜˜ 5HDGRXW RI RSHUDWLRQDO PHDVXUHG YDOXHV  DGGUHVV EORFN  ξ˜•ξ˜šξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜˜ 2SHUDWLRQDO FRQWURO IDFLOLWLHV ξ˜•ξ˜šξ˜™ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜˜ξ˜‘ξ˜” $GMXVWLQJ DQG V\QFKURQL]LQJ WKH UHDO WLPH FORFN  DGGUHVV EORFN ξ˜›ξ˜” ξ˜•ξ˜šξ˜™ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜˜ξ˜‘ξ˜• (UDVLQJ VWRUHG DQQXQFLDWLRQV DQG FRXQWHUV  DGGUHVV EORFN ξ˜›ξ˜• ξ˜•ξ˜šξ˜šξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜˜ξ˜‘ξ˜– 2IIξ˜’2Q FRQWURO RI SDUW IXQFWLRQV RI WKH GHYLFH ξ˜•ξ˜šξ˜›ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜˜ξ˜‘ξ˜— ,QIRUPDWLRQ WR /6$ GXULQJ WHVW RSHUDWLRQ  DGGUHVV EORFN ξ˜›ξ˜– ξ˜•ξ˜›ξ˜•ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜˜ξ˜‘ξ˜˜ 6HOHFWLRQ RI SDUDPHWHU VHWV  DGGUHVV EORFN ξ˜›ξ˜˜ ξ˜•ξ˜›ξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜˜ξ˜‘ξ˜˜ξ˜‘ξ˜” 5HDGRXW RI VHWWLQJV RI D SDUDPHWHU VHW ξ˜•ξ˜›ξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜˜ξ˜‘ξ˜˜ξ˜‘ξ˜• &KDQJHRYHU RI WKH DFWLYH SDUDPHWHU VHW IURP WKH RSHUDWLQJ SDQHO ξ˜•ξ˜›ξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜˜ξ˜‘ξ˜˜ξ˜‘ξ˜– &KDQJHRYHU RI WKH DFWLYH SDUDPHWHU VHW YLD ELQDU\ LQSXWV ξ˜•ξ˜›ξ˜—ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ 7HVWLQJ DQG FRPPLVVLRQLQJ ξ˜•ξ˜›ξ˜˜ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜” *HQHUDO ξ˜•ξ˜›ξ˜˜ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜• 7HVWLQJ WKH YROWDJH DQG SKDVH DQJOH FRQWUROOHG IDXOW GHWHFWLRQ 8ξ˜’,ξ˜’ξšƒ ξ˜•ξ˜›ξ˜™ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜– 7HVWLQJ WKH LPSHGDQFH IDXOW GHWHFWLRQ =$ ξ˜•ξ˜›ξ˜›ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜— 7HVWLQJ WKH GLVWDQFH ]RQHV ξ˜•ξ˜›ξ˜œξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜˜ 7HVWLQJ WKH JUDGLQJ WLPHV ξ˜•ξ˜œξ˜”ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜™ 7HVWLQJ WKH VLJQDO WUDQVPLVVLRQ IXQFWLRQV ξ˜•ξ˜œξ˜”ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜” 3HUPLVVLYH XQGHUUHDFK SURFHGXUHV ξ˜•ξ˜œξ˜”ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜• 3HUPLVVLYH RYHUUHDFK SURFHGXUHV ξ˜•ξ˜œξ˜”ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜š 7HVWLQJ WKH XVHU GHILQDEOH ORJLF IXQFWLRQV ξ˜•ξ˜œξ˜•ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜› 7HVWLQJ WKH ZHDNLQIHHG WULS IXQFWLRQ ξ˜•ξ˜œξ˜•ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜œ 7HVWLQJ WKH HPHUJHQF\ RYHUFXUUHQW WLPH SURWHFWLRQ ξ˜•ξ˜œξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜œξ˜‘ξ˜” 7HVWLQJ WKH KLJKVHW RYHUFXUUHQW VWDJHV ,!! ,
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!! ξ˜•ξ˜œξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜œξ˜‘ξ˜• 7HVWLQJ WKH GHILQLWH WLPH RYHUFXUUHQW VWDJHV ,! ,
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! ξ˜•ξ˜œξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜œξ˜‘ξ˜– 7HVWLQJ WKH LQYHUVH WLPH RYHUFXUUHQW VWDJHV ,
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,
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ξ˜•ξ˜œξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜“ 7HVWLQJ WKH KLJKUHVLVWDQFH HDUWK IDXOW SURWHFWLRQ IRU HDUWKHG V\VWHPV ξ˜‹LI ILWWHG ξ˜•ξ˜œξ˜—ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜” 7HVWLQJ WKH LQWHUQDO DXWRUHFORVH IXQFWLRQV ξ˜‹LI ILWWHG ξ˜•ξ˜œξ˜˜ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜• 7HVWLQJ WKH LQWHUQDO V\QFKURQLVP DQG YROWDJH FKHFN IXQFWLRQV ξ˜‹LI ILWWHG ξ˜•ξ˜œξ˜˜ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜– 7HVWLQJ WKH EDFNXS RYHUFXUUHQW WLPH SURWHFWLRQ ξ˜•ξ˜œξ˜™ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜–ξ˜‘ξ˜” 7HVWLQJ WKH KLJKVHW RYHUFXUUHQW VWDJHV ,!! ,
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ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜–ξ˜‘ξ˜• 7HVWLQJ WKH GHILQLWH WLPH RYHUFXUUHQW VWDJHV ,! ,
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ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜–ξ˜‘ξ˜• 7HVWLQJ WKH LQYHUVH WLPH RYHUFXUUHQW VWDJHV ,
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ξ˜•ξ˜œξ˜™ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜— 7HVWLQJ WKH RYHUYROWDJH SURWHFWLRQ ξ˜•ξ˜œξ˜šξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜—ξ˜‘ξ˜” 7HVWLQJ WKH 8! VWDJH ξ˜•ξ˜œξ˜šξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜—ξ˜‘ξ˜• 7HVWLQJ WKH 8!! VWDJH ξ˜•ξ˜œξ˜šξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜™ξ˜‘ξ˜”ξ˜˜ 7HVWLQJ WKH FLUFXLW EUHDNHU IDLOXUH SURWHFWLRQ ξ˜•ξ˜œξ˜›ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜š &RPPLVVLRQLQJ XVLQJ SULPDU\ WHVWV ξ˜•ξ˜œξ˜œξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜” &XUUHQW YROWDJH DQG SKDVH VHTXHQFH FKHFN V ξ˜•ξ˜œξ˜œξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜• 'LUHFWLRQ FKHFN ZLWK ORDG FXUUHQW ξ˜–ξ˜“ξ˜“ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜– 'LUHFWLRQ FKHFN IRU GLUHFWLRQDO HDUWK IDXOW SURWHFWLRQ ξ˜‹LI ILWWHG ξ˜–ξ˜“ξ˜•ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜— &KHFNLQJ IRU V\QFKURQLVP DQG YROWDJH FKHFN ξ˜‹LI ILWWHG ξ˜–ξ˜“ξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜—ξ˜‘ξ˜” 3UHSDUDWLRQ ξ˜–ξ˜“ξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜—ξ˜‘ξ˜• 5HDOL]DWLRQ ξ˜–ξ˜“ξ˜–ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜—ξ˜‘ξ˜– 0HDVXULQJ WKH FORVLQJ WLPH RI WKH FLUFXLW EUHDNHU ξ˜–ξ˜“ξ˜—ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜˜ &KHFNLQJ WKH FDUULHU WUDQVPLVVLRQ V\VWHP ξ˜–ξ˜“ξ˜˜ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜˜ξ˜‘ξ˜” &KHFNLQJ RYHUUHDFK ]RQH FRPSDULVRQ YLD SLORW ZLUHV ξ˜–ξ˜“ξ˜˜ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
ξ˜™ξ˜‘ξ˜šξ˜‘ξ˜˜ξ˜‘ξ˜• &KHFNLQJ UHYHUVH LQWHUORFNLQJ ξ˜–ξ˜“ξ˜˜ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘ξ˜‘
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