&RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra...

34
&RQWUROHGH4XDOLGDGH &RQWUROHGH4XDOLGDGH HPREUDVGH HPREUDVGH $OYHQDULD(VWUXWXUDO $OYHQDULD(VWUXWXUDO Eng. MSc. Cláudio Oliveira Silva

Transcript of &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra...

Page 1: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

&RQWUROH�GH�4XDOLGDGH�&RQWUROH�GH�4XDOLGDGH�HP�REUDV�GHHP�REUDV�GH

$OYHQDULD�(VWUXWXUDO�$OYHQDULD�(VWUXWXUDO�

Eng. MSc. Cláudio Oliveira Silva

Page 2: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

&RQWUROH�WHFQROyJLFR

3$(�����

¾ %ORFRV�GH�&RQFUHWR¾ $UJDPDVVD¾ *UDXWH¾ 3ULVPDV�GH�EORFRV�¾ $UPDGXUDV¾ 3Up�PROGDGRV

&RPSRQHQWHV�H�(OHPHQWRV

0pWRGRV�GH�(QVDLR�H�(VSHFLILFDo}HV�QRUPDWL]DGDV

¾ 3DUHGHV¾ 0DUFDomR¾ (OHYDomR¾ $UPDGXUD¾ *UDXWHDPHQWR

3URFHVVR�([HFXWLYR

/LVWDV�GH�9HULILFDo}HV

Page 3: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

&RQWUROH�WHFQROyJLFR

3$(�����

3URFHVVR�H[HFXWLYR

/LVWDV�GH�9HULILFDo}HV

Page 4: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

0DUFDomR�GD�DOYHQDULD

3$(�����

n 3URMHWR�0RGXODomRn 2ULJHQV�GH�PHGLGDV�n $OLQKDPHQWRn (VTXDGUR�n 1LYHODPHQWRn 3RVLomR�GDV�LQVWDODo}HVn &RQIHUHQFLD�GH�PHGLGDV

0DUFDomR�GD�$OYHQDULD

Page 5: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

&RQFOXVmR�GR�VHUYLoR�GH�PDUFDomR0DUFDomR�GD�$OYHQDULD

3$(�����

Page 6: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

(OHYDomR�GD�$OYHQDULD

n (VSHVVXUD�GH�MXQWDV�n 3UXPR�n 1tYHO�n $OLQKDPHQWR�n 3ODQLFLGDGH�

&OLTXH�SDUD�YHU�R�ILOPH

3$(�����

Page 7: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

(OHYDomR�GD�$OYHQDULD

&OLTXH�SDUD�YHU�R�ILOPH

3$(�����

Page 8: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

(OHYDomR�GD�$OYHQDULDn 1%5�����± ([HFXomR�H�&RQWUROH�GH�2EUDV�HP�$OYHQDULD�HVWUXWXUDO�GH�%ORFRV�9D]DGRV�GH�&RQFUHWR

r ����PP9DULDomR�QR�QtYHO�GHQWUR�GD�ODUJXUD�GH�FDGD�EORFR�

LVRODGDPHQWH

r ��PP�P9DULDomR�QR�QtYHO�HQWUH�HOHPHQWRV�GH�SLVR�

DGMDFHQWHV6XSHUItFLH�VXSHULRU�GDV�SDUHGHV�SRUWDQWHV

± ��PP�P�± ���PP�Pi[��+RUL]RQWDO

7ROHUkQFLD

± ��PP�P�± ���PP�Pi[��SRU�SLVR

± ���PP�QD�DOWXUD�WRWDO

± ��PP�P�± ���PP�Pi[��

���r ��PP(VSHVVXUD-XQWD�KRUL]RQWDO�H�MXQWD�9HUWLFDO

9HUWLFDO$OLQKDPHQWR�GD�SDUHGH

1tYHO

)DWRU

Page 9: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

&RQWUROH�WHFQROyJLFR

3$(�����

&RPSRQHQWHVH�

(OHPHQWRV

0pWRGRV�GH�(QVDLR�H�

(VSHFLILFDo}HV

Page 10: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

$UPDGXUDn 1%5�����± ([HFXomR�H�&RQWUROH�GH�2EUDV�HP�$OYHQDULD�HVWUXWXUDO�GH�%ORFRV�9D]DGRV�GH�&RQFUHWR

• (VSHFLILFDomR�GR�DoR�FRQIRUPH�SURMHWR�• /LPSH]D��OLYUH�GH�VXEVWkQFLDV�SUHMXGLFLDLV�j DGHUrQFLD�• 'REUDPHQWRV��UDLRV�GH�FXUYDWXUD�SUHYLVWRV�QR�SURMHWR�• (PHQGDV��FRQIRUPH�SURMHWR

- (PHQGDV�FRP�VROGD��FDOGHDPHQWR�RX�HOHWURGR- 6ROGD�FRP�SUHDTXHFLPHQWR�H�UHVIULDPHQWR�JUDGXDO

• 3RVLomR��GLVWkQFLD�GDV�EDUUDV�HQWUH�VL�H�GD�IDFH�LQWHUQD�GRV�EORFRV�

Page 11: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

$UPDGXUD��n 1%5������± $oR�GHVWLQDGR�D�DUPDGXUDV�SDUD�HVWUXWXUDV�GH�FRQFUHWR�DUPDGR�± (VSHFLILFDomR

• /RWH��Pi[LPR����W• 2[LGDomR��DSyV�UHPRomR�FRP�WHFLGR�JURVVR��QmR�GHYH�DSUHVHQWDU�SRQWRV��ORFDOL]DGRV�GH�FRUURVmR�

• 0DUFDomR��PDUFDV�GH�ODPLQDomR�HP�UHOHYR�± SURGXWRU��FDWHJRULD�H�GLkPHWUR�QRPLQDO�

• 5HVLVWrQFLD�FDUDFWHUtVWLFD�GH�HVFRDPHQWR��I\�- &$���������03D��EDUUDV�GH�DoR�- &$���������03D��EDUUDV�GH�DoR�- &$���������03D��ILRV�GH�DoR�

Page 12: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

3Up�PROGDGRVn 1%5������± 3URMHWR�H�H[HFXomR�GH�HVWUXWXUDV�GH�FRQFUHWR�SUp�PROGDGR�

• 3URMHWR�HVWUXWXUDO- &REULPHQWRV- 5HVLVWrQFLD�GR�FRQFUHWR

PDUFR H�FRQWUD�PDUFRHVTXDGULDVDUFRVSUp�ODMHHVFDGDV

Page 13: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

*UDXWHDPHQWRn 1%5�����± ([HFXomR�H�&RQWUROH�GH�2EUDV�HP�$OYHQDULD�HVWUXWXUDO�GH�%ORFRV�9D]DGRV�GH�&RQFUHWR

• 9LVLWDV��IXURV�����[�����FP�DR�Sp GH�FDGD�YD]LR�D�JUDXWHDU�• /LPSH]D�GRV�YD]LRV��H[FHVVRV�GH�DUJDPDVVD�• 0ROKDJHP��VDWXUDomR�GRV�YD]LRV�DQWHV�GR�ODQoDPHQWR�• /DQoDPHQWR��

• PtQLPR����K�DSyV�R�DVVHQWDPHQWR�GRV�EORFRV�• $OWXUD�Pi[LPD������P��DGHQVDPHQWR�������P��VHP�DGHQVDPHQWR��

• 1~PHUR�Pi[LPR�GH�MXQWDV����MXQWDV�SRU�WUHFKR�YHUWLFDO�GH���P�• &XUD����D���GLDV

Page 14: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

*UDXWHn 1%5������± ([HFXomR�H�FRQWUROH�GH�REUDV�HP�DOYHQDULD�HVWUXWXUDO�GH�EORFRV�YD]DGRV�GH�FRQFUHWR�± 3URFHGLPHQWR�

• /RWH- ��VHPDQD- ��DQGDU- ����P� HP�SODQWD- ����P� GH�SDUHGH• IJN�HVW t IJN

PP

JN IPIIII −

−++= −

1...

2 121

Page 15: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

*UDXWHn 1%5������± (QVDLR�GH�FRPSUHVVmR�GH�FRUSRV�GH�SURYD�FLOtQGULFRV�GH�FRQFUHWR�± 0pWRGR�GH�HQVDLR�

0tQLPR���&RUSR�GH�SURYD ��[���FP�± PROGDJHP�1%5�����$EDWLPHQWR�SRU�WURQFR�GH�FRQH������r ����PP��1%5�10����

Page 16: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

3ULVPD��n 1%5������± ([HFXomR�H�FRQWUROH�GH�REUDV�HP�DOYHQDULD�HVWUXWXUDO�GH�EORFRV�YD]DGRV�GH�FRQFUHWR�± 3URFHGLPHQWR�

• /RWH- ��VHPDQD- ��DQGDU- ����P� HP�SODQWD- ����P� GH�SDUHGH• ISN�HVW t ISN

PP

SN IPIIII −

−++= −

1...

2 121

Page 17: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

3ULVPD��n 1%5������± 3ULVPDV�GH�%ORFRV�GH�&RQFUHWR�6LPSOHV�SDUD�$OYHQDULD�(VWUXWXUDO��3UHSDUR�H�(QVDLR�j &RPSUHVVmR�± 0pWRGR�GH�(QVDLR�

EOSN $

3I =

EUSN $

3I =

3ULVPD�RFR$EO �iUHD�OtTXLGD

3ULVPD�FKHLR$EU �iUHD�EUXWD

E

SII

=η)DWRU�GH�HILFLrQFLD�

Page 18: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

$UJDPDVVD�n 1%5������± ([HFXomR�H�FRQWUROH�GH�REUDV�HP�DOYHQDULD�HVWUXWXUDO�GH�EORFRV�YD]DGRV�GH�FRQFUHWR�± 3URFHGLPHQWR�

• /RWH- ��VHPDQD- ��DQGDU- ����P� HP�SODQWD- ����P� GH�SDUHGH• IDN�HVW t IDN

n 1%5�������± $UJDPDVVD�SDUD�DVVHQWDPHQWR�H�UHYHVWLPHQWR�GH�SDUHGHV�H�WHWRV�± 5HTXLVLWRV

• /RWH� ����W

PP

DN IPIIII −

−++= −

1...

2 121

Page 19: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

$UJDPDVVD�n 1%5�������± $UJDPDVVD�SDUD�DVVHQWDPHQWR�H�UHYHVWLPHQWR�GH�SDUHGHV�H�WHWRV�� 5HTXLVLWRV

• &ODVVLILFDomR�± 5HVLVWrQFLD�j FRPSUHVVmR

0tQLPR���FRUSRV�GH�SURYD�SULVPiWLFRV���[�[����FP�� �1%5�������&RQVLVWrQFLD�SRU�PHVD�GH�HVSDOKDPHQWR������r ����PP�� �1%5������

!����3�����D����3�����D����3�

d �3�

����D����3�����D����3�

5HVLVWrQFLD�jFRPSUHVVmR��03D�&ODVVH�

Page 20: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

$UJDPDVVD�n 1%5�������± $UJDPDVVD�SDUD�DVVHQWDPHQWR�H�UHYHVWLPHQWR�GH�SDUHGHV�H�WHWRV�� 5HTXLVLWRV

• &ODVVLILFDomR�± 5HWHQomR�GH�iJXD�± (QVDLR�1%5������

���D����8����D���8����D���8�

≤��8�

���D���8����D���8�

5HWHQomR�GH�iJXD����&ODVVH�

Page 21: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

$UJDPDVVD�n 1%5�������± $UJDPDVVD�SDUD�DVVHQWDPHQWR�H�UHYHVWLPHQWR�GH�SDUHGHV�H�WHWRV�� 5HTXLVLWRV

• &ODVVLILFDomR�± 5HVLVWrQFLD�SRWHQFLDO�GH�DGHUrQFLD�j WUDomR�±(QVDLR�� 1%5�������

������$�

t ����$�t ����$�

5HVLVWrQFLD�SRWHQFLDO�GH�DGHUrQFLD�j WUDomR�

�03D�&ODVVH�

Page 22: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

$UJDPDVVD�n $670�(�����± 6WDQGDUG�7HVW 0HWKRGV IRU�)OH[XUDO %RQG�6WUHQJWK RI0DVRQU\

2

)75,0(

EG/335 V+

=

3� �FDUJD�DSOLFDGD3V �SHVR�GD�DPRVWUDE� ��ODUJXUDG� �HVSHVVXUD/� �YmR�GRV�DSRLRV

Page 23: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5������± %ORFRV�9D]DGRV�GH�&RQFUHWR�6LPSOHV�SDUD�DOYHQDULD�±5HTXLVLWRV�

• /RWHV&RQMXQWR�GH�EORFRV�FRP�DV�PHVPDV�FDUDFWHUtVWLFDV��SURGX]LGRV�SHOR�PHVPR�IDEULFDQWH��VRE�DV�PHVPDV�FRQGLo}HV�H�FRP�RV�PHVPRV�PDWHULDLV�)RUPDGRV�SRU�EORFRV�FRP�GDWDV�GH�IDEULFDomR�FRP�QR�Pi[LPR���GLDV�GH�GLIHUHQoD�/RWH�Pi[LPR��������EORFRV�RX�������P� SDUHGH

Page 24: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5������± %ORFRV�9D]DGRV�GH�&RQFUHWR�6LPSOHV�SDUD�DOYHQDULD�±5HTXLVLWRV�

• ,GDGH�GH�FRQWUROH

• &RQGLomR��� GDWD�GD�HQWUHJD�GRV�ORWHV�QD�REUD

• &RQGLomR��� DSyV�D�GDWD�GH�HQWUHJD� QR�Pi[LPR����GLDV�DSyV�IDEULFDomR� DFHLWDomR�GR�FRPSUDGRU�

Page 25: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5������± %ORFRV�9D]DGRV�GH�&RQFUHWR�6LPSOHV�SDUD�DOYHQDULD�±5HTXLVLWRV

• $PRVWUDJHP�

�������RX������RX����������D������������RX�����RX���������D������������RX����RX��$Wp ����

&ULWpULR�HVWDEHOHFLGR�HP������

&ULWpULR�HVWDEHOHFLGR�HP������

&RQWUDSURYD3URYD

1~PHUR�GH�EORFRV�SDUD�HQVDLRV�GH�DEVRUomR�H�iUHD�OtTXLGD

1~PHUR�PtQLPR�GH�EORFRV�SDUD�HQVDLR�GLPHQVLRQDO�H�UHVLVWrQFLD�j FRPSUHVVmR

1~PHUR�GH�EORFRV�GD�DPRVWUD1~PHUR�GH�

EORFRV�GR�ORWH

Tabela 4 – Tamanho da Amostra (NBR 6136)

������± YDORU�QmR�FRQKHFLGR�GR�GHVYLR�SDGUmR�GD�IiEULFD������± YDORU�FRQKHFLGR�GR�GHVYLR�SDGUmR�GD�IiEULFD

Page 26: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5������± %ORFRV�9D]DGRV�GH�&RQFUHWR�6LPSOHV�SDUD�DOYHQDULD�±5HTXLVLWRV�

• 9DORU�FDUDFWHUtVWLFR�GH�UHVLVWrQFLD�j FRPSUHVVmR

� ������± YDORU�QmR�FRQKHFLGR�GR�GHVYLR�SDGUmR�GD�IiEULFD�

� ������± YDORU�FRQKHFLGR�GR�GHVYLR�SDGUmR�GD�IiEULFD

( )bi

1-ibb(2)b(1)estbk, f

1-i

...fff2 f −

++=

VII EPEN .65,1−=

Page 27: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5������± %ORFRV�9D]DGRV�GH�&RQFUHWR�6LPSOHV�SDUD�DOYHQDULD�±5HTXLVLWRV�

• &ODVVLILFDomR�H�UHTXLVLWRV�ItVLFRV�PHFkQLFRV

d �����

5HWUDomR����

≤���LQGLYLGXDO

≤ ��PpGLD

$JUHJDGR�/HYH

d ��

$JUHJDGR�QRUPDO

$EVRUomR�PpGLD����

t ���'t ���&t ����%t ���$

5HVLVWrQFLD�&DUDFWHUtVWLFD�

IEN �03D�&ODVVHGR�%ORFR

Page 28: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5�������± %ORFRV�YD]DGRV�GH�FRQFUHWR�VLPSOHV�SDUD�DOYHQDULD�±0pWRGRV�GH�HQVDLR

• 5HVLVWrQFLD�j FRPSUHVVmR

� 3ODFDV�PRQROtWLFDV�GH�DoR�FRP�HVSHVVXUD�PtQLPD����PP���PP�

� &DSHDPHQWR�HVSHVVXUD�Pi[����PP� SDVWDV�� DUJDPDVVD� HQ[RIUH� UHWLILFD

Page 29: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5�������± %ORFRV�YD]DGRV�GH�FRQFUHWR�VLPSOHV�SDUD�DOYHQDULD�±0pWRGRV�GH�HQVDLR

• 3ODFDV�GH�DSRLR

)RQWH��%DUERVD��&��6��������

)( 5'.H −=

H� �HVSHVVXUD�GD�SODFD'� �GLVWkQFLD�HQWUH�R�FHQWUR�GD�FLUFXQIHUrQFLD�GD�

GD�FpOXOD�GH�DSOLFDomR�GH�FDUJD�j TXLQD�GD�SODFD5� �UDLR�GD�FpOXOD�GH�DSOLFDomR�GH�FDUJD.� �IDWRU�HQWUH������H����

Page 30: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5������± %ORFRV�9D]DGRV�GH�&RQFUHWR�6LPSOHV�SDUD�DOYHQDULD�±5HTXLVLWRV�

• (VSHVVXUDV�PtQLPDV�GDV�SDUHGHV�GRV�EORFRV

� ��� ��

� ��

� ��

� ��&

3DUHGH�7UDQVYHUVDO�

�PP�� ��$�RX�%

0���

� ��'

� ��$�RX�%0���

3DUHGH�/RQJLWXGLQDO�

�PP�&ODVVH�H�

'HVLJQDomR

Tolerância: -1 mm para cada valor individual

Page 31: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5������± %ORFRV�9D]DGRV�GH�&RQFUHWR�6LPSOHV�SDUD�DOYHQDULD�±5HTXLVLWRV�

• 7ROHUkQFLDV�GLPHQVLRQDLV��GLPHQV}HV�UHDLV�

� �/DUJXUD

� �&RPSULPHQWR� �$OWXUD

7ROHUkQFLD��PP�'LPHQV}HV�

=UE$ Comprimento x largura

Page 32: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5�������± %ORFRV�YD]DGRV�GH�FRQFUHWR�VLPSOHV�SDUD�DOYHQDULD�±0pWRGRV�GH�HQVDLR

• $EVRUomR�GH�iJXD�H�iUHD�OtTXLGD

1001

12 [PPPD −=

100042

γKPP$EO

−=

5,0≅EU

EO$$

Page 33: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

%ORFRV�GH�&RQFUHWRn 1%5�������± %ORFRV�YD]DGRV�GH�FRQFUHWR�VLPSOHV�SDUD�DOYHQDULD�±0pWRGRV�GH�HQVDLR

• 'LPHQV}HV�GRV�IXURV�H�PtVXODV

)XURV��'�t ���PP�SDUD�EORFR�0���'�t ����PP�SDUD�EORFR�0���

0tVXODV��U�t ���PP�SDUD�FODVVH�$U��t ���PP�SDUD�FODVVH�%�H�&

Page 34: &RQWUROH GH 4XDOLGDGH HP REUDV GH $OYHQDULD · PDF filetabela 4 – tamanho da amostra (nbr 6136) ˇ ˘ –ydoruqmrfrqkhflgrgrghvylr sdgumrgdiieulfd ˇ ˘ –ydorufrqkhflgrgrghvylr

9LVLWH�R�VLWH��KWWS�??ZZZ�DEFS�RUJ�EU

&HUWLILFDomR

3$(�����