Assistente AI
Trascrizione
00:00:01Un welcome to the national.
00:00:07Today we are going to speak about
00:00:11structural designs so what we have been now is that.
00:00:18The minimum number of experiment.
00:00:21We can perform due factory design
00:00:28is related to you to the power of KEE pull factor design week.
00:00:36We move the key factors on two levels only.
00:00:43However, you know that is
00:00:48the number of factors in crisis of factors came
00:00:54we have a lot of experiments so for example
00:00:58In casi come six six is for
00:01:04and this qualità a very large burden ok
00:01:12and sometimes when you are in the United States of the.
00:01:21Nation may happen that you have a lot of factors to
00:01:27consider for this reasons sometimes not performance.
00:01:33E un fattore design ok and what you do is only to perform
00:01:40attraction of the food factor so for
00:01:44example on air force one of the food factor.
00:01:49This is possible if you
00:01:53assume that Siamo order interaction and in order.
00:02:03Terms are.
00:02:06Only English so if you think that
00:02:11your system is only subject to the effect of
00:02:16order terms of world order interaction
00:02:22as well you can perform only limited,
00:02:26friction of the factory and avoid completi full factory.
00:02:32So eh eh eh eh eh eh eh.
00:02:38Applied to different sector
00:02:40and typically what you do when you are in the early stage
00:02:48of the development of a new process and so
00:02:52you are going to perform some screening experiments in wish you
00:02:57have a lot of factors factors five ok and is not
00:03:06understanding word order actions with the variabilità of
00:03:14the response objective is typically to
00:03:18understand only growth factor which affect.
00:03:23So only to discriminate between those factors,
00:03:30which is an impact on within the end of factors,
00:03:35which can be say eliminati in
00:03:39the following stages of the experiment so
00:03:46what are the KEE ideas for performing
00:03:53Only attraction of the food for food design
00:03:57what is the city of effect principle,
00:04:01the projection property and
00:04:04sequential what is the three points means.
00:04:09The effect principle is the one of ready presented
00:04:14so you can perform e functional factory design.
00:04:20If you think that only he
00:04:24di the city of the system and in particular ability of
00:04:29the time of the response is driven by sam effect.
00:04:39Which are first order effects or very low order interaction.
00:04:46Second point you know that
00:04:51The projection property so e designer,
00:04:58una specie made of key factors
00:05:03is ready a full factory design in species of.
00:05:10Human factor and let me show you what I mean with this property.
00:05:21Of projection which is the main driver also for.
00:05:32The following chiede so you think
00:05:39that you have the space made of free factors.
00:05:47So you have the factor eye.
00:05:50Hector B. Hector.
00:05:52See you move all of these factors on two levels so move
00:06:00between the two levels minus
00:06:05plus and time for Hector B and factors.
00:06:12Your levels your e full factory design e full.
00:06:25Tutorial requires a number one of full factors,
00:06:32which is to the power of three experiments and
00:06:40his experiments are the corners of cube in the space so you have.
00:07:05Una full factory design requires all the corners. Of this view.
00:07:14From the power of free factory design
00:07:20what if you cannot to do to perform all this height experiments,
00:07:27but you can only two performance one out of this design,
00:07:34so you can perform e optional.
00:07:41Factory design In with
00:07:47the number of experiment of the traction pastoral design.
00:07:56Is sei e function of this may be one of the two to
00:08:06the power of three design experiment
00:08:12having pull factor so what is the two to the power of
00:08:16free minus one fashion design in
00:08:19which choose only for experiments and
00:08:24we know that these are
00:08:28you consider for the functional factor design,
00:08:33which is one of the full factory design,
00:08:37power of the factory design design design.
00:08:42You typically Choose A.
00:08:45So you know that there are three factors years e bnc.
00:08:55You know what you have to perform
00:08:58e full factory una bidimensionale space in the combination
00:09:06minus minus minus plus plus minus e plus plus you repeat dis to
00:09:14the power of two full factory design twice to you
00:09:18have minus minus plus plus minus plus plus.
00:09:23And then you have the.
00:09:27Power of two is one for the third factor,
00:09:33which is minus for the.
00:09:38Factors which is plus.
00:09:42Dissidenti fi o gli Heat.
00:09:47Which are here to you can assume that and you have.
00:09:58This generator.
00:10:02EBC which is for choosing the four experiment,
00:10:08you want and this.
00:10:12World is now.
00:10:15Compiti multipli each of the factors here so it's minus
00:10:24one time is minus one times minus
00:10:29one which is minus one to you are you have minus.
00:10:37You have minus plus minus which is Bla bla.
00:10:45Bla bla bla.
00:10:47Minus minus minus minus
00:10:51bla bla bla bla bla bla bla bla bla bla.
00:11:00Is a place to one of the way B to.
00:11:07Select old experiments used where is
00:11:14us generator your IBC is to place to you select.
00:11:24If ei b c plus select only for which are this.
00:11:37Is one. Jason. And his.
00:11:46And what if which is one?
00:11:55B. C. E b
00:12:03e i Sì e i B. Sì, ok.
00:12:07If you have that.
00:12:12This is like this is this is this is a place.
00:12:19Ok. You select this point
00:12:24in which only B is a place this point here you
00:12:29select diesel in which only as moved to
00:12:34this value is this point you select diesel only si is a place,
00:12:41which is this points and select.
00:12:47Not diesel. Diesel. And free are places ok and this is
00:12:58the point EBC This is the point EBC is to you have B you
00:13:08are you have Si you have
00:13:11A-B-C four points what you
00:13:15can also select the the rest of the points.
00:13:19Another choice would be
00:13:21an equivalent choice in which you select where sorry ebc.
00:13:30So this is this is this Il.
00:13:46Cio in qui in free distance of
00:13:53the free factors this points are the points una.
00:14:04Tetraedro entro tre soli voli diesel,
00:14:11poi four points the red points.
00:14:16If you make this choice if you make the complementare choice
00:14:20of the green points.
00:14:24You have this. Tetraedro.
00:14:32KEE personale e desidera.
00:14:41Così. Se. Egli si o.
00:14:48No? No so io.
00:14:52You have this point here which is one of this points, then we have.
00:15:00Plus plus minus so you move to the ice level e in b.
00:15:08N e b dispone here you have minus plus plus where
00:15:18bob BNC are di and this b C which is this.
00:15:30Is this.
00:15:34Poi oggi vi si dice ok,
00:15:41you have della point year which is es.
00:15:46Es. Es. Io.
00:16:04So. What you
00:16:08that we have a nice for this?
00:16:12TypeOf.
00:16:21Professional factory design.
00:16:26Is the projection so if you are in
00:16:32space where che is to free web free factors.
00:16:39E di sì.
00:16:43Think that we have only performance remains this.
00:16:52Is. So we perform a optional factory design,
00:17:01which is it to the power of free minus one.
00:17:06Dispo experiments on the red points.
00:17:12Think that know how we have the keys in which B results to
00:17:21be e. Sector which
00:17:28is not important to example the.
00:17:33Society to be it's not different from zero.
00:17:41In this case we can consider only the space made of vector and
00:17:49factors so we can project this points.
00:18:01In the space of.
00:18:13Easy and in the space of esi this is ready.
00:18:22To the projection.
00:18:25Rules e pull fatto di giornali e tv.
00:18:29The power of two full factory design in the space made as.
00:18:37So we have e functional factory
00:18:43designed in the three dimensional spaces made of the factory IBC.
00:18:49If we can explore one of the factors.
00:18:55With results that one of the factor is not impact on what.
00:19:03We can project the points we have in this cube in France
00:19:13in space we already have fun factory design and the same
00:19:20applied If you have
00:19:22different case to Something that now you have that.
00:19:30Is not important it result
00:19:34that is close to zero is not significant different
00:19:40from zero from the statistical point of this is that is
00:19:45your space is the space my love factor.
00:19:50E sì, Enzo, you can project,
00:19:56this is the space made.
00:20:02Bensì.
00:20:09L. You have.
00:20:16The power of two pull factor design in the space of business.
00:20:23If you can eat.
00:20:26And the same, please if you think
00:20:30thank you think if you find that si.
00:20:38That not eve and the way to find that associated si equal.
00:20:48Like this points for points in the space.
00:21:01Of. Health and you
00:21:12have to the power of two full factory design space and when Si.
00:21:20To be not significant from
00:21:24the world is not significant different from zero.
00:21:32So means that if you perform pull factor al design.
00:21:40E functional factor al design.
00:21:46In spaces of KEE factor disease ready e
00:21:54full factor al design in space of KEE minus one factors.
00:22:07You to this projection property.
00:22:15And this is that.
00:22:22If you think thank you are a compagnie low free free steps sei.
00:22:35A for the first step should be the one of
00:22:39a playing and functional factory design e factory design on
00:22:45a lot of factors in you have
00:22:50the purpose of simply discrimination between those factors impact.
00:22:58Factor. Not. You some factors
00:23:08for the following stages of experiments.
00:23:14L'inconscio that is factory designer Key factors
00:23:19ISAF factory design in space factors.
00:23:26And you can eat di.
00:23:43Consiglio UE introduce when we started speaking about.
00:23:51DUO-E to the first stage is performing
00:24:00optional factory design to perform
00:24:06e. E limited number of the fact that we have KEE which.
00:24:19You can only build a model year which is of the shape.
00:24:32Only consider.
00:24:36The main factors only consider the main effect.
00:24:46Ones you have found some factors which are not significant.
00:24:54You can go to
00:24:55the second stage where you perform pull factor design.
00:25:03That the factors are significant you have
00:25:08the performance factor design heading
00:25:11some factors design experience.
00:25:14If you can include some
00:25:17of the factors you already have the tutorial designed.
00:25:23In this case you can
00:25:27effort building e. Resource.
00:25:52Case you know how to build surface on interaction.
00:26:04While using the next lesson.
00:26:07If we want to optimizer our rules,
00:26:12we have the sound stage in which we have to
00:26:16performance busy e in order.
00:26:24Le sperimentazioni in sperimentazione require a large number of
00:26:31experiment in which our surface consider demand effect.
00:26:40B dieci Not only consider.
00:26:46Introduction B Dai J-Ax ai ex-gay.
00:26:55Consiglio.
00:27:00Ai? Maxim O Minimum o
00:27:09Optimal Point?
00:27:10Non smise di Lingam and.
00:27:19Works direct.
00:27:27We don't know how of designer.
00:27:34That negli.
00:27:40US today.
00:27:45So now we are considered
00:27:49this design when the number of factors in limited,
00:27:58but if we have a very.
00:28:03Number of factors the starting point to be functional design.
00:28:09And. We find that some of
00:28:15the factors are not significant from the statistical point of view.
00:28:20We know that we have a factory design.
00:28:26In. Which can to.
00:28:32Do. While if if it results that the key factors are important
00:28:42what if you can passes from the final design
00:28:48to factory design heading missing points years.
00:28:55And you. E chissà mai,
00:28:59forse find the time for all those.
00:29:08Complementari Part of the food design and. Not clear.
00:29:21So di sardi free properties sono disposti Effect
00:29:29principle we only effect order effect of.
00:29:40Our system of.
00:29:44The projection.
00:29:48Which really interesting because
00:29:52if we can include at least one of factors because
00:29:57this is not our reasons why we already have a real design.
00:30:06In luogo di una specie o dei minus one factors and then we have
00:30:14this is nice sequential sperimentate which used to complete.
00:30:24The factor design starting from optional factory design simply by
00:30:32the future design performance with
00:30:35the complementari part of that design to completed.
00:30:49So. What have?
00:30:55You so that we are we have the case with free factors are
00:31:03considered che le indagini per proforma che proforma.
00:31:13Free e. Performing only one of
00:31:22the future design for
00:31:26the making di tutto il popolo rimane solo quello che.
00:31:34Abbiamo fatto fino ad ora in
00:31:39casa ok GU/GYN Cancers di anemia as you go,
00:31:46ouer la nostra non mi ha mai,
00:31:53mai, mai, mai, mai, mai, mai.
00:31:59Mai. Mai, mano che abbiamo avuto
00:32:04a cuore una O2O3 battute che non devono per
00:32:10forza di cose su cui comunicarsi.
00:32:17Buonanotte. È noto che qui si
00:32:24presuppone un Generator our Design.
00:32:29And Co, sia nel caso in cui egli si basa.
00:32:41Sul principio onirico che For the first four year.
00:32:51Old free. Or the
00:32:57only one of pensato di avviare insieme.
00:33:06A lui che non solo.
00:33:10Considera complementari.
00:33:23Omicidi. A Roma mira a A.
00:33:34Problem in.
00:33:41Problem in fashion design is that this.
00:33:48Is a fortunate air alias Walt Disney Let's go back to.
00:33:59Our case in which we have.
00:34:05Factors.
00:34:09So. Free factors dei plc
00:34:20moved non.
00:34:27So the full factory would be.
00:34:34Consider the corners.
00:34:40Of this. However, we can not the first to perform
00:34:47the two to three factor design so we consider
00:34:52to free one factory design in which.
00:35:09We want to.
00:35:17Plus minus plus plus.
00:35:23Plus plus plus plus.
00:35:31Sì, plus here we consider e BC as a generator Iris plus
00:35:42plus minus plus minus
00:35:48plus consider disponente which is this point which is this.
00:35:55point uccisi.
00:35:58In this point which is a IBC. Four points.
00:36:05Yes, Yes.
00:36:12No, Let's computer for example di effect of what is the effect of.
00:36:22Effect of it is what is in this face
00:36:28against what is this is what is level way?
00:36:37To with what happens at the lost level of way.
00:36:41To it is one by.
00:36:47The one way a times.
00:36:55In this face is e ebook please pay.
00:37:07Per view disponibili e minus habens in this face which is.
00:37:17Sì, last but not least point.
00:37:23I don't have this point. Effect of.
00:37:29However, you can notice that if you
00:37:34consider interaction between BMC.
00:37:46Is what is invitarono.
00:37:54Per Indesit tavolo.
00:38:05Minus habens.
00:38:10In.
00:38:13Disarmo.
00:38:22So di interaction between.
00:38:34Vinci by the times of
00:38:40the yellow tavolo A-B-C la
00:38:44sei e BC plus e i Moreno su ruote per.
00:38:52Guidarlo Io ho deciso di sì.
00:38:58We don't information here we don't have information year mais si b.
00:39:08You can notice that the way is the same.
00:39:16Effect on interaction between so you cannot
00:39:22distinguished between the effect
00:39:26of and the effect of an introduction.
00:39:33To one of the issues when you perform
00:39:39e fragile design is that you have some analysis.
00:39:46Some effect which may be
00:39:50confused with other effects or with other interaction.
00:39:54And cannot distinguished between them and what you
00:40:03have the year that they effetto effect of the interaction of BMC,
00:40:12but you can also verify that also effect of b.
00:40:19Is not distinguished from
00:40:23interaction between agency and the effect of si
00:40:28is cannot be distinguished between
00:40:31the guide to the interaction between and.
00:40:42This what is written year.
00:40:49So if you determine effect of.
00:40:56Or if you determine reaction between DNC.
00:41:02Oil for you are not able to among the end effect
00:41:11of comprise of the interaction between
00:41:16DNC invece di DNC.
00:41:23Comprise also effect of being so when you are defined.
00:41:32Value of the main event today
00:41:36main effect of the effect of effect of the effect of
00:41:42interaction DNC Ad esempio
00:41:46Applied for B e nei si pensi RV.
00:41:53So. In base ai computer.
00:42:01B Dai when it is the same
00:42:08as vita bien so it is.
00:42:15E vida e plus.
00:42:20Bensì it is reality effect the effect
00:42:24of the right to pay and interaction between.
00:42:31And is not possible to distinguished mondano.
00:42:36If we perform e fragile design we have to accept that.
00:42:43Dosa aliasing structure.
00:42:52About this. Is not clear.
00:43:18However, we can also
00:43:22discriminate between
00:43:24different aliasing structure we can defined for
00:43:28example the resolution of
00:43:34functional design in general we can say dentro il leasing.
00:43:42ESA resolution are if no one of
00:43:49the factor effect is Alice with another effect on.
00:43:56Air minus factor.
00:44:02We will see that we will have
00:44:05the science of resolution for each for and five.
00:44:11Particular important and the resolution the.
00:44:20Structure is for example in resolution free designs.
00:44:30We have that nome effect is alias with another main effect.
00:44:38Solo Meretz, quindi distinguished on another.
00:44:47However, in diese free resolution free designs.
00:44:56Many effects may be applied with the same two factors interaction.
00:45:04And for example the two to the power of
00:45:08free minus one design as you year,
00:45:14ok is
00:45:16e resolution free functional design e facciano factory design.
00:45:22Invece we do not use of the other main effect,
00:45:30but we have families
00:45:34between main effect Factors Introduction.
00:45:43A better type of
00:45:48fashion design Israel solution for design
00:45:52in which mean effect can be the other main effect,
00:45:58but they are not applied also with.
00:46:03The factor actions.
00:46:08Case only the factors interaction may be,
00:46:13alias with each other.
00:46:19Side of the second two to the power of
00:46:25four minus one design web e generator which is ABCD.
00:46:37A E. Type of
00:46:43fashion design may be one of the revolution five designs
00:46:48in resolution five designs
00:46:51neither main event nor two factors interaction may be alias
00:46:57the other effects and other two factor interaction and so
00:47:04we have only aliasing
00:47:08between two factors interaction and free factors interaction.
00:47:15This sample of the two to the power of five minus one.
00:47:23Design with e generator e BCD.
00:47:33Sono le sei di Introduction define
00:47:41a month limited structure of aliasing to the resolution of
00:47:49a design should be as possible to have the lost number of.
00:48:02Love, alias and to have aliasing only on air order interaction.
00:48:20So if you want to generate a functional factor design,
00:48:25you can for example this command in Matlab Si ok,
00:48:35or if you want you can you like metal.
00:48:49Let's in mini auto generate
00:48:54e forse tutorial Design factory design so
00:48:59if you go to start and you go to do you need for example,
00:49:07you want e factory designer you want to create tutorial design.
00:49:13Your you have o opportunity you have to level factory ok factory
00:49:21with the generator or generator
00:49:25if you want different types of designs,
00:49:29you may choose the number of factors so for
00:49:33example three factors you can display
00:49:39available designs and you
00:49:42have over the number of experiments on the different roads,
00:49:49the number of factors and different claims.
00:49:54And you can see that for example
00:49:57iTunes two factors or the two to the power of two.
00:50:04Four factor design you have four experiments.
00:50:10If you have free factors you can choose the full design,
00:50:17which is to the two to the power of
00:50:20free eight and full factory design,
00:50:24but you can also choose
00:50:28E. Faccio una factory design of one of the eight experiment,
00:50:37which you require for experiments
00:50:40and with resolution for design so these red.
00:50:49Flag shows that to the power of remains
00:50:57one is e design.
00:51:04I fior fiore factors you have di opportunity of performance
00:51:10e two to the power of for our factory design running experiments,
00:51:18but also it to the power of.
00:51:23For human Functional factor one
00:51:28of the factory design with doesn't require sixteen experiment,
00:51:34but one of the those experiments at
00:51:38experiments and this is resolution for design.
00:51:43And you can see for all the combination
00:51:46is the resolution for design. What are.
00:51:52We are those designs which you don't have the aliasing between.
00:52:03Options and main effect
00:52:09while in resolution free designs those flag with red.
00:52:17You may have that some of
00:52:21the air alliance with sui factors interaction is the green.
00:52:33Designs you can see there is
00:52:36resolution resolution resolution seven eight
00:52:41designed in this designs,
00:52:44you may only have been
00:52:47two factors interaction and three factors interaction.
00:52:53For resolution. So designs
00:53:02you have a structural aliasing.
00:53:06Interaction and that you have.
00:53:12Completed interaction is not so so what.
00:53:19You can choose design year for example Verificare.
00:53:23Free you can full factory design
00:53:27eight runs to the power of free or one of the design,
00:53:35which is to the power of free minus one which required for
00:53:39this experiments in with the resolution
00:53:43is free to you can indicate if you want.
00:53:48To points if you want to perform you can have to perform
00:53:54or if you want to organize discrimination in Blogs blogging.
00:54:01Business year and you can you are we are here we have
00:54:07that disease e functional design to
00:54:13the power of factory design you have only only.
00:54:22Sì. Noli b.
00:54:25Is not the level or of the free air moved to the air.
00:54:33And not only you have the year,
00:54:38but also have to indicazione that this is resolution free design,
00:54:44which performance one of the eye of the full factory design week.
00:54:52End in which year to find
00:54:57instructor so you have that it is confused
00:55:02is not distinguished with the interaction between
00:55:06BMC B is not distinguished from the interaction.
00:55:13Is not statistically distinguished.
00:55:18From the interaction between and we can see.
00:55:26Dal design sperimentale designed so we
00:55:32can create and other design for example for four factors.
00:55:39We can design so this is the resolution for design,
00:55:45which is to the power of four one one of
00:55:50the food factor design for the sixteen experiments factory.
00:55:56Ok is the list of the year,
00:56:02you have your plan of experiment of
00:56:06the experiment for you to the power of
00:56:09for human and you have once again.
00:56:12Elias instructions and you can see that
00:56:16the main effects are only not distinguished
00:56:21from three factors interaction
00:56:25and two factors interaction
00:56:29may only be alliance with other factors,
00:56:33which defined resolution for design.
00:56:46Interaction because this.
00:56:51Is actions are not comprise in
00:56:57the modern and typically di Annozero.
00:57:05So you always consider that effect o che so io con te
00:57:16Sei simple rules single which you think that
00:57:22only simple effect determined on the way.
00:57:31To heaven also e
00:57:35very small and vantage structure is because.
00:57:46In the previous case where we have the power of free want.
00:57:54You can distinguished between effects and.
00:58:00Control and that you have the same.
00:58:08Eye Nvidia BC value And cannot
00:58:17distinguished between the two and what if you think
00:58:21that you have some interaction what.
00:58:28Is not good. However, if you performance
00:58:33functional factory design as you can motor set have aliasing.
00:58:40If you think that in the next round experiment,
00:58:46you can improve your experiment performing
00:58:51factory design or if you can remove some of the factors,
00:58:55you can you design and you don't have been.
00:59:06Address. So. this is the.
00:59:16Planet for about the projection rule of.
00:59:22Law and.
00:59:28A gain e ho confermato experiments to.
00:59:38Your model is good and the good.
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01:00:09the predictive while Your happy about
01:00:12the performance the production performance of your mood.
01:00:18Let's now consider riconsidera the case in which we have
01:00:27the pressure so what you that we have for factors.
01:00:36And we want to stay factors impact
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01:00:48Process year the factors are the temperature
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01:03:12I regni in cui considerò la.
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01:06:18Molto responsabile, molto potente.
01:06:25Voi dite che a Roma Fashion Design.
01:06:33Trendy directions on the point view point
01:06:40which are from the mobility.
01:06:44Del resto.
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01:06:58very di più se questa teoria non è una soluzione concreta.
01:07:06The Real Life of.
01:07:08The Blue, un sito web The Red Voice.
01:07:16For all Star.
01:07:23Roma E faccio una foto ai terroristi,
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01:07:37And the points are really?
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01:07:50Erano province alle quali mi sono Il vostro sito web è
01:08:01più importante di Domain seven but the year.
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01:08:15Over al protocollo di Kyoto o così o a set of the future.
01:08:25Così ha fatto lo stage is not export.
01:08:34If only e fashion Design year.
01:08:45X Factor un fattore designing year.
01:08:49I'm not part of the domain so year for I don't have this point out
01:08:59this domain and been
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01:09:12Domain explore what is good results and when we
01:09:21are the rest of the pull factor from one design.
01:09:30What we are predictive some points which are.
01:09:35We are making some extract and it is not guaranteed that.
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01:09:59Solo. Nel mondo del 15.
01:10:05Year the rest of the.
01:10:11Real life and point just to understand if
01:10:16the factory design may work well also né troppo lean.
01:10:26Ok, esatto.
01:10:27Dimostrate that sometimes also the
01:10:31facts tutorial design model is not so bad.
01:10:37And the same hem.
01:10:43Design performance.
01:10:47However, here we know e Priori What we?
01:10:54Were? Ok, but we
01:11:03have we know that this is resolution for design of this type.
01:11:08Considerarli eight experiment.
01:11:13Of experiments,
01:11:16which is e. Resolution for design in which we do not concluse
01:11:25any effect with interaction and in that if you remember well.
01:11:37We have the matrix and in proposito actions
01:11:44while usually waters suggest
01:11:49is that if you have a friction factory design.
01:11:56Factory designed only this should be included in the move.
01:12:05Ciao Factory designs are oriented understand if factor
01:12:11is minimal or not and this.
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01:12:43Your central?
01:12:50Usi nella stessa.
01:12:56Misura che consideri.
01:13:00In Sample we considered
01:13:04the same modelling structures we had just for the state of.
01:13:15We already have about the.
01:13:22Actions considered and However,
01:13:29say in this case you know that is it you.
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01:13:47it experiments and here we have a which
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01:14:45one two four five, six seven,
01:14:51eight nine ten eleven videos
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01:15:05Points in case you don't so years that we have a priori knowledge
01:15:15of what we are the main effect
01:15:19consider what where the introduction to consider
01:15:23I simply made this for
01:15:26comparison you can eat
01:15:29a priori if you don't have a priori knowledge.
01:15:33Già in base ai considered for
01:15:38the functional response surface Design
01:15:43effects that we are considered for the full factory
01:15:49just comparison just you that even
01:15:54if you have a very low number of experiment.
01:15:59We have only and not the morning is good and is
01:16:06one of some estrapolati già an example to.
01:16:18Well not only you may have e functional factory design,
01:16:25which is one of the real
01:16:30you may have one air one night of the experiments.
01:16:38May be that you consider attraction one by the power of you.
01:16:47Considero il fattore design which is it to the power of key.
01:16:55And in you have a very complex structure.
01:17:05And you have have the same resolution,
01:17:10you should search for the design,
01:17:16which is the best possible aliasing,
01:17:21which you to have
01:17:24analysis with the lost number possible of aliens years.
01:17:30I'm going to you example.
01:17:33And example in which we have.
01:17:40Different designed and if you may have you may use
01:17:47different generator generator and free different and structure
01:17:54you see that if you have you may have the same resolution.
01:18:01Ok. Ok, forse Case
01:18:07your actions with the factors interaction
01:18:12you are you have the keys,
01:18:14which there are quite a lot of.
01:18:22Factors you have e b c d e f g. Factor Ok,
01:18:33if you are not using the York generator the second case you
01:18:40have instructor which again opportunity between interaction,
01:18:48but the number of interaction the number of this is lower
01:18:54and case Domani on line side event generator,
01:19:02but once again we have that some two factors interaction.
01:19:10Interaction, but the year X factor is not so free.
01:19:20And using the solutions we the lost number of this is the best
01:19:30and is disruption with
01:19:35del Minimum minimum average
01:19:39dieci anni e con un ritardo di Alison Structure
01:19:42which is the worst possible number of.
01:19:49The solution is the same so.
01:19:55He.
01:19:58Se vivete su un.
01:20:04Altro paese.
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01:21:10É. Il nome del.
01:21:19Proprio business.
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01:21:28Sé un blog da un container.
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01:21:50example é nuovo e amico del mio popolo iraniano.
01:22:00Training planes prova a 100 kanji and the year
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01:22:14manufacturing e controllo machine riguardo
01:22:21all factors you need e b,
01:22:25c, d, f, g, ecc.
01:22:29Acriliche shift.
01:22:33Of this old economy to.
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01:23:16Factors and.
01:23:19The power of mind control design but you may only eh?
01:23:29Ruolo e il contributo regionale.
01:23:35Il design riguarda one design is the power
01:23:43of mind for and is the power of the main street.
01:23:51You are you can? Si ordina a segnalare sul fatto of the.
01:23:59Use this design and this is the way in which this is the generator.
01:24:08Command and this is the facts.
01:24:13The facts is it like this is to generate
01:24:21this table of the display of
01:24:26experience for the factors year results.
01:24:31We are.
01:24:34You can see the left side of the normal probability plot of
01:24:41the effects and on the right
01:24:44inside the parameters in which we don't have any.
01:24:51Of incerti because we don't have in experience.
01:24:57Ehm, ehm.
01:25:01Ehm.
01:25:04Disordini.
01:25:06And we can identifying does effects with the very
01:25:10much from the normal behavior that they are different from the.
01:25:20They are different from
01:25:23noise and these effect this variable this is.
01:25:30This free one two and free much related to factor factor
01:25:38b c d f g ace e disease e price interaction.
01:25:46Ok, so you have that di FB and
01:25:52interaction between and index shift and.
01:26:00Order to the first one is.
01:26:08The second he and negative.
01:26:15Member is standard of the different between
01:26:20the actual profile and specific profile So here you have to
01:26:25understand if the profile you from
01:26:29the desert machine is the same as the one you you have.
01:26:38Ok. And so what are the main contributors to the variabili.
01:26:47Classes is.
01:26:51What access shift and
01:26:55his interaction if you build main effect plot year,
01:27:00you can see what are the main effect.
01:27:06Once again and are.
01:27:12You can see that effect of.
01:27:16You have increase in variabili in.
01:27:21cui vi erano crisi.
01:27:22Ability and you have that the first
01:27:25the third most important effect is this what we know that there
01:27:33is an analysis structure and we know how For
01:27:36example that is interaction between
01:27:42and and is interaction between
01:27:45the edge are not
01:27:49distinguished because they are among the alias we have.
01:27:55ARASENS trials. Ed i
01:28:03sigilli e IV soli e di big.
01:28:13E di indizi.
01:28:16Gravi Egli di G. Il discorso.
01:28:24Di Paolo. Di Paolo.
01:28:29Ministri ed esperti di.
01:28:35G. Anything to distinguished.
01:28:42Interaction design Review Weekend Distinguished. About this.
01:28:55Ci sono dei.
01:29:00Dei Dei dei nei quali Bering.
01:29:10É in.
01:29:15Grado di fermare Io ora sei ok dei.
01:29:26Cavalieri in bici Alla fine
01:29:35sei in attesa il prossimo.
01:29:41Anno Se ci vado a guerra via
01:29:48e di evitare bici anche se n vita e
01:29:56b e D. Cioè il nostro linguaggio via bici Buzz dear.
01:30:05Diciamo che il caro Benitez want.
01:30:13You can Diciamo che i discriminati
01:30:17among you can't say what is the interaction,
01:30:22which is the largest you know what you know is what you can
01:30:27do so what you really is?
01:30:33I vida ed i tubi da BG. Which is?
01:30:43You are you have vida?
01:30:49Vida. Hey di tubi da BG which is which is
01:30:59really e vita e di plus BG where
01:31:04is the effects of interaction can be distinguished.
01:31:11Maybe that you have a new age Of
01:31:14this is very good value of this. O viceversa.
01:31:20Even if you have that
01:31:23they are the same and they are not distinguished.
01:31:26You can not that the way interact with D or the way,
01:31:32which interact with the g is
01:31:35the same dei provider dei provider same actions
01:31:40the same effect on
01:31:42the way you can ADCs effect that they are the same.
01:31:48And you can you can identifying.
01:31:53Those aliasing in the introduction.
01:32:07To bimbi of.
01:32:11Facilissimo da gestire.
01:32:14In questo articolo di The Lines e.
01:32:25Pieno di trend.
01:32:30Gli acidi.
01:32:36Gli acidi su the way in which
01:32:42the planes build is similar, but it may be.
01:32:58Allora. Ok, so
01:33:06see you in. Our.