Lesson 26 - May 20th, 2026
Aggregazione dei criteri
Assistente AI
Trascrizione
00:00:04So good morning again,
00:00:08welcome to the last.
00:00:11Day going to.
00:00:17The conclude Our course.
00:00:21Starting diesel UK only su A. Stalin.
00:00:31With the science that designs are a metodologie
00:00:38for that understanding of the browser the sound system real time.
00:00:47We have an intermediati number of
00:00:51resources to be located in number of
00:00:56factors typically Year old one factor or other factors.
00:01:07De actions typically year.
00:01:12We have to calibrate
00:01:15e. Regression model which comprise not only the mean effect,
00:01:23but also the interaction between factors a sampling.
00:01:35Space in guerra a number of experiments is not possible so,
00:01:43especially when you are in the early stage
00:01:46of a new process development
00:01:49and the way you can perform nation is.
00:01:58So if you have the case with the number of
00:02:04factors large typically what you can do is not performing.
00:02:10E il fattore design level factor o factors bad
00:02:19performing only attraction of the food design in
00:02:24the factory designed in which the number of
00:02:28resources to be located is love and I have a very sorry.
00:02:39I you have a very very high number of factors I for day.
00:02:50Of discovery face protect and it is ranked
00:03:00only PDT Fai dove stai per impact by
00:03:07wire discord de facto soluzioni di tipo and removed from
00:03:14the other experimental themes in this is the rise of the new life
00:03:24is very simple only comprise main effect
00:03:30now we are going to go to di as complexity designed.
00:03:40With the number of resources KEE.
00:03:46Il Consiglio ha, in merito al gate of time a lot
00:03:54of And if you are
00:04:03a limiti di number of factors what you want to do performing
00:04:08arts number of the spirit that it is your.
00:04:16Your your system your product and you can
00:04:20eat your process your system your product only find.
00:04:25Massimo o minimo your service meaning that
00:04:29you need your service not only to comprise
00:04:35the main main effect not only to have information about the actions
00:04:42Barroso need to include second order
00:04:47terms some terms of the second order.
00:04:56Adesso non so.
00:05:00Today we are going to stay a little best
00:05:02of product optimization through.
00:05:06Questo cuore sempre compositi sarà
00:05:09sempre composito designer designer in
00:05:12which not only consider the full factory design.
00:05:19Io so consider the some extra points for example if you
00:05:26are in the simple case of e. To.
00:05:34Factory design.
00:05:41You can si here that you
00:05:46have to factors moved usual.
00:05:54B. Let's consider that we moved from the west to the East.
00:06:10Level so case e full factory design is to the power of two
00:06:21this four points at the corner of the square
00:06:25and year you have that if you want to
00:06:31the same non linear behavior description so if
00:06:37you want your surface is something like this this is factory.
00:06:55B dieci Reasons Why You Perform e
00:07:02Full tutorial Design inglese designed
00:07:06space moving factors from the law to the effect as level,
00:07:13sorry you perform
00:07:15experiment year experiment year one year one year.
00:07:18What you may have that you are you are your wise,
00:07:26but if you want to find non lineari.
00:07:30This is great, if you can explore your domain also in
00:07:39the middle of the borders so
00:07:45lets had e. sempre point.
00:07:52Your point ok. And you
00:07:59may include also different reputation
00:08:03of the very center point to point.
00:08:06So e sento il comfort.
00:08:08Design is compose of the two to you
00:08:16full factory design experiments plus the two times you.
00:08:28Will of the borders place a number of reflection of
00:08:36the central points to year you have
00:08:39four plus four place some center points.
00:08:45If you have to repliche Typekit Center
00:08:48point you have to perform then.
00:08:52Experiments in which not only you
00:08:55performance year year year and year.
00:08:58Performance experiment year years Performance experiment year.
00:09:03Performance experiment year year
00:09:07also have experiment in the very center of
00:09:11the domain and you to find e response model,
00:09:18which is something like this way.
00:09:26To this sort of you can identifying for example maximal or minimal.
00:09:34To the shape of your model is not only comprise.
00:09:40The main effect one one You not only
00:09:48in the mixed internal interaction team video one to one two,
00:09:58but also the effect one to one square and the two two squirt.
00:10:09Lucera was to find example this maximal if we go to the space.
00:10:23We have your.
00:10:28Factor B factor.
00:10:30Sì, they are moved on to level it,
00:10:36but not only consider the extreme points.
00:10:43La summit UE also consider desire Center and not only will
00:10:50perform di eight experiments at the corners of the cube.
00:10:58Over to the power of free food design.
00:11:03We also consider two times the three.
00:11:13Points, which consider the center of the faces,
00:11:17the center of the center of
00:11:19the Space Center of the two faces in the left and writing.
00:11:31And the center of the faces in the.
00:11:39Other two Barroso.
00:11:45The center of the domain views
00:11:50center point which can be replicate several times this blue point.
00:11:58A number and si so zero what we propose for
00:12:04e. Central composite design
00:12:10is in number of experiment a number of experiment,
00:12:16which comprise the two to the power of
00:12:18KEE factory design live at times,
00:12:23KEE center of the place and see replicate of the Center point.
00:12:33This is the central contract design.
00:12:39However, you may have different types
00:12:42of full factory center design.
00:12:47For example you may have centro Il design which are.
00:12:59The second face design so this is the.
00:13:08Factory design and year you consider the center of the faces,
00:13:15This points and the center of the domain.
00:13:20This is the second face science.
00:13:29Center Comfort design You may have the case with you put.
00:13:39Your point not at the center of the faces.
00:13:45So you have this.
00:13:49Is for fun factory design points,
00:13:53but you consider know the circum.
00:13:57Scribd circle.
00:14:02Now project the center out.
00:14:09On the. Subscribe circle.
00:14:21You have the full factory design points
00:14:27you have the center of the domain,
00:14:30but also have that the center of the faces are protected out in
00:14:37the Su Scribd Cerco and this is called Scribd.
00:14:50Sento il design Another opportunity may be.
00:15:03Per factor be you have the domain.
00:15:12Between one plus one.
00:15:16Considerino l'uso del San Siro okay and
00:15:20if you don't refer to the circoscrive circle,
00:15:25but describe the circle.
00:15:29Year you on the center of the faces,
00:15:35the center of the faces has in the first case.
00:15:42Is for points and the center of the domain,
00:15:46but you project the corners.
00:15:50Il progetto The Corners in this Scribe Circle.
00:15:59So different difference among the free mind.
00:16:08L'efficienza del Design of
00:16:12the Square ha sperimentato Domain in the second case
00:16:17the circoscrive composite design you go beyond the minds,
00:16:23one one limits so you what estrapolate
00:16:30a famose Domain Case which is good in Scribd.
00:16:41Il libro centra il design.
00:16:46Ok, you have that projection in the domain.
00:16:50The corners in the circle you in italiano beat
00:16:58the domain di Dan e Minus
00:17:06one plus one Sam.
00:17:09Constraint constraint you can cross you can go beyond.
00:17:15Ok. IT is for this and you are making non.
00:17:23E negli archivi principal pharmaceutical sector
00:17:30sensitive and you can go beyond for this is for your you can.
00:17:39You to use. Or not so lets return back to the.
00:17:50Slides He typically if you want to go home
00:17:57that with the exploration of the domain you want to find the same.
00:18:05Non inseriti in the description of your spaces.
00:18:12You need some extra points respect to you need to
00:18:18locate does extra points in the center points of the borders and.
00:18:26That way that you know how to the power of KEE.
00:18:31E su In point of.
00:18:37The two times call center of the faces
00:18:43ed egli considerò sa predicate e praticate
00:18:47of the center point you can.
00:18:51Build e center design using the common ccd.
00:18:58However, communication in center designs
00:19:06are very simple you have the height sorry,
00:19:10we have the factors factor and factor to you move them
00:19:16between minus one and the two coded extreme levels,
00:19:23not only you want you have the one one.
00:19:30Gli altri, come dice un one man show.
00:19:36What you have the center of the faces
00:19:40One zero zero you have the center of the other two faces zero.
00:19:48Zero One year included
00:19:52free Typekit of Center Point zero zero
00:19:55zero zero zero zero So you performance
00:19:58for to the power of two four experiments of
00:20:03a factory design place for centers
00:20:08of the borders place free replica of the center.
00:20:16Di fronte composito design
00:20:20di cose You explore center of the crisis,
00:20:23you may have sempre designed invece to
00:20:28the first four E bla bla bla bla bla bla.
00:20:35Bla. The for experimental design you have the center of the Scribe,
00:20:45The projection of the chamber of the faces.
00:20:48Scribd circle with her coordinate
00:20:53minus point for one to one zero plus one to one.
00:21:00Zero zero.
00:21:04E zero one point.
00:21:07Ok, so di Save the Children of the.
00:21:14Open Circus What are the center of faces
00:21:18protected out of the center for design.
00:21:23While if you choose?
00:21:26Design Blu, Il field points in the of
00:21:36the corners in the in Scribe You have that are
00:21:44minus one to one minus one la plus si sentivano.
00:21:55Plus plus 24 plus settimana,
00:22:01mentre in In the for center of the face
00:22:06minus one zero zero zero one and the
00:22:11three of the center as you disease.
00:22:17Eh lo so, more within
00:22:23the limits dipende to levels While
00:22:27this is going beyond donna larger.
00:22:34There are also other types of optimal.
00:22:42Designed. For optimization for maxim or
00:22:49minimal which explore not only the center of the domain domain,
00:22:57but also the center of the facts and the center of the domain.
00:23:02This is the case of the box.
00:23:04Duncan designs are you
00:23:06can see that you have the center of the faces,
00:23:09the world of the face.
00:23:12To face to face and in the center and you have the corner
00:23:22and the middle points so
00:23:26here we have a number of experiments, which is.
00:23:34Fifty comprise free republic of the center points
00:23:40so the number of experiments in hem.
00:23:47Box Bank designs is a little big lower than the number
00:23:52of you have to run nel compost design su while.
00:23:58Compost design you have. The situation.
00:24:08Situation which we have free. To keep.
00:24:21In the centers.
00:24:27For your face payment and lawyers face.
00:24:37To the power of free factory design plus the center of
00:24:43the faces centers in India and lower face
00:24:47to face centers in the front faces.
00:24:52Ok, so di plus sei free center points,
00:24:59so plastic free plus free centers.
00:25:04This is eight plus size plus free,
00:25:10which is seventeen experiments while inbox and designs.
00:25:21Explore. Domain in different manner.
00:25:35You have also.
00:25:47Keep. Faces. Points while
00:25:57India and lower faces UKIP only the center.
00:26:05Of the faces for this for you have for
00:26:11your face five in the middle face to face.
00:26:20Plus sei Free Center points for plus
00:26:25five plus plus for plus free which is.
00:26:33Plus five plus Fritz.
00:26:39Sixteen. Ok. A what is the problem.
00:26:47In this box bank designed.
00:26:51Box design the problem is that even if you have lower number
00:26:59of you are avoid this extreme points at the corner.
00:27:09Meaning that you are some what restricted?
00:27:16Domain While in the center composition years on the left inside.
00:27:27Of this corners are included and so you have an information also.
00:27:38At the points that in the box and the box design is not explore so
00:27:48you the price of making some he all over number of
00:27:54experiments with the fact
00:27:57that you don't explore the corners of the domain.
00:28:04Questions about this.
00:28:11Is a lei poi qualcosa.
00:28:22Di più include Reputation Point.
00:28:30You are you opportunity of understanding?
00:28:35What is the noise to
00:28:38the ability you to the end.
00:28:49Of everything well with.
00:28:53The registration the recording working.
00:29:00Opportunity of.
00:29:03Including information about.
00:29:08The noise so the ability on
00:29:12the response to the reputation of the same Experiment and this
00:29:18gives opportunity of distinguished between
00:29:21the ability by the factors and ability use by simple.
00:29:31Reputation on the points and.
00:29:39If you don't have the opportunity
00:29:43of making reputation of all the points.
00:29:48In the box banking and design
00:29:53white a lot of experiments is not usual to
00:29:58replicate twice or free times
00:30:01all the points so
00:30:05reputation only the center points if you think that.
00:30:12The ability BTS seeking to
00:30:16the reflection of the center point may be the
00:30:19same also on the corners
00:30:23ok give to you di opportunity over writing,
00:30:27di effect of noise di Effect of.
00:30:34Human point. If you think that the
00:30:37point of the domain ripresa where
00:30:40the ability by application you have also Indianapolis.
00:30:49Esso. È preso in.
00:30:57Un certo.
00:31:00Senso di distanza di azione ed è quindi.
00:31:08Solo a ya when you that you have to.
00:31:14Finché tu Dio e.
00:31:22Iterative procedure means that.
00:31:27You have a lot of factors and you.
00:31:35Are those who are Le critiche so you
00:31:40start from functional if you from
00:31:45a designer and defined that are you can raise some of
00:31:50the factors and go on with the design,
00:31:56but you know that the full factory design is array comprise
00:32:00the design of the end of this is.
00:32:05Okay, bene.
00:32:08If you can if you cannot Escludendo of the factor,
00:32:13you can pass from the place of the food for
00:32:17design and if you resources
00:32:21and if you want to go in the screen
00:32:25and information about the introduction.
00:32:33To our factory design now if you
00:32:38complete disaster and you would like to your process
00:32:43your season with the next time
00:32:46is experiments to pay for food factory design
00:32:51to the central design for example
00:32:55having central del fast and central domain.
00:32:59Su iPhone e si sa mai.
00:33:04Terzo e ultimo articolo su The Second Order.
00:33:10France. Wish you to determine
00:33:15is the matrimonio in your residence so.
00:33:21You perform experiment in a sequential manner starting from
00:33:28the simple strategy of the mind in the complexity to design.
00:33:37Finally if you have the resources going to
00:33:40the central design heading some extra experience for opening.
00:33:47I partiti of.
00:33:50You want what are
00:33:54you during the first lesson and the second lesson of.
00:33:57Di certo so you can compliments e faccio la designer with
00:34:06the other one To make it become a design and you can
00:34:12complemento factory design of the center of the domain to make it.
00:34:18Ma è sempre così?
00:34:20Bisogna DUO-E dotato di start up di sperimentazione.
00:34:27If you discover that there are other factors while and if you have.
00:34:38To this gives di opportunity of.
00:34:44You always on.
00:34:47Sono un minimo di way to maximum nothing on
00:34:56the way effect relation provided by the duration in response
00:35:06to this We know what you have to know you have to
00:35:13comment on the performance al fine di massimo e minimo in the Dome.
00:35:22So what that?
00:35:26You think different experimental strategies some of God,
00:35:35we didn't read some of them burning designs.
00:35:44Variables designs in fase di applicazione del marchio making.
00:35:54Eh? Eh Eh.
00:36:07I think we the basis for
00:36:11o so let's conclude We the first example we have a.
00:36:18Nord KEE to here we have to understand how to optimizer
00:36:28the times of a KEE for
00:36:35a ticker minds academic which is sold supermarket and shopping.
00:36:43This is free ingredients,
00:36:48which are the flower technology
00:36:52and their powder and the power of experts,
00:36:57which give e guide to the times of cage.
00:37:03This is it?
00:37:06Okay, six if.
00:37:09Eh eh eh.
00:37:14So. What is
00:37:21the design year for?
00:37:32Ever. Poi c'è il discorso.
00:37:44Di fine.
00:37:50Anno fatto un po.
00:37:56Svuotato. FLAURA2 Flower.
00:38:02Non so se ricordo.
00:38:05Bene. First flowers of the store.
00:38:13In Cina prodotti triangle
00:38:17and browser and the levels for.
00:38:30Android. And the levels
00:38:37for e for the third factor and powder.
00:38:44Fifty five.
00:38:48So what is this and?
00:38:58So i Nei vari free factors.
00:39:05On free errors ottieni Typekit number of.
00:39:10Free to the power of free free to the power of free his.
00:39:19Year. For x height.
00:39:27Level. So che B.
00:39:32Factor designer.
00:39:34Of free factor free download So what is it?
00:39:47You e chiese e
00:39:50The Power of Free Food Design e food Factory Design week
00:39:56with the free factors
00:39:58one two levels hundred for android for the first.
00:40:03And one of the world second and the third factor,
00:40:08the first eight experiment for the experiment,
00:40:12the power of free design week end points
00:40:18so if you can find that the last free lines
00:40:22is free five to the three of the center for this is e.
00:40:31ANSWER in the file di this is e the power of
00:40:38free full factory al design plus free range of the center for you.
00:40:47Tu sei What is the design, pull factor design,
00:40:52What type power of free and Interact?
00:40:58Il question time. Configuration.
00:41:16Is that we have free replica so while the volatility
00:41:24iniettare range move the bar factors
00:41:30goes from three point fifty two.
00:41:33So che tu five point nine and excellent cake
00:41:41ok year the three replicate of the center points.
00:41:46For point safety three for point and for point.
00:41:54So we have the variabili YouTube.
00:41:59Noi YouTube dell'Education of the Center points
00:42:02is point to have from force one to for
00:42:09free wide range from free point
00:42:16to point to point to point to point to help.
00:42:28You have. You know.
00:42:34How to take that at
00:42:38least from practical point of view the variabili by
00:42:44the factors is much larger than the ability to the point you to do
00:42:50not so we can find some very Sam.
00:43:00Important also from the physical point
00:43:03of view significant from the point of
00:43:05view to design free point.
00:43:11In particolare this is the power of design applied anova model that
00:43:21this is not points so we can
00:43:27compare cannot performance effects cannot
00:43:31say what is it and we can can.
00:43:36I compiti the square and the square and square
00:43:41even if it is that they cannot
00:43:44even evaluation of the same of error.
00:43:48Ok, diciamo che i compiti.
00:43:53Sono. Freestanding. So what we cannot know?
00:44:03How we can commit of the year by
00:44:08this free trade center points and the year of his point.
00:44:15Zero zero six and if you can per this with the same square.
00:44:21This is that this is
00:44:26one of the probability as we
00:44:31already note by the observation of this time is.
00:44:37Now let's go to the main plot to comment main plot.
00:44:48Year we have to the ranking Design
00:44:55and lineari what is what is the most important factor?
00:45:02Is the positive o negative?
00:45:06Il. Grido di crisi in crisi in crisi di Mantova è in crisi.
00:45:16Very much the.
00:45:19Taste of the second most important.
00:45:25And the third. And air one of them.
00:45:33Positive, positive o negative.
00:45:36Uno O il collasso di crisi di Amount
00:45:41of the flower in crisi. Il testo.
00:45:47Costituisce un post.
00:45:50Sono miliardi di anni che
00:45:53points to you can see you are some points.
00:45:57IT. Will be non.
00:46:07So ok. And what about this is an introduction?
00:46:21To keep.
00:46:25IT seems that it is really.
00:46:31Effective that if you consider diesel
00:46:37that ad Ayers level di content of these.
00:46:48Di crisis with.
00:46:52A power while if you are at the lost level
00:46:59of the days in crisis very much with the content of the power.
00:47:09Of different behaviour.
00:47:13While not perfect parallel,
00:47:18but the sims to be margini di to the one of power sul fine vita.
00:47:28Vita di KEE one two within that
00:47:35the real politik who is that the free could be eye and for.
00:47:47So. Factory design we decide to build small,
00:47:58which is not only the FX interactive year.
00:48:04Sedi di. Benefit free to
00:48:12the flower power and then
00:48:19video free video free
00:48:21the free actors and we confirm that among the effect.
00:48:27The one of power is the best ranking.
00:48:32This is the.
00:48:35Flower and then the giorni al display even del bar al bar.
00:48:46A causa di un attacco così.
00:48:48Lo so, this is that they are
00:48:50significant different from the physical review.
00:48:56For concerns the art of the year for one
00:49:03to one free the erbosi that adesivo.
00:49:12They are not significant while di between power and this is.
00:49:23And it is the way.
00:49:27Il riso di Chris so sorry,
00:49:31okay, so free is negative and.
00:49:39So what is the solution in Europe opening to find the best.
00:49:45dei soldi. Free porn videos
00:49:53free to free are negative. So.
00:50:00Poi non.
00:50:05So se tu hai rapporti vertex
00:50:12but the effect of a free much larger than one of two.
00:50:17Ok, we can keep it details.
00:50:24Takes but this is this free.
00:50:30We can decrease this keeping the second.
00:50:38Factor The Giovanni Low.
00:50:43In keeping with low budget white.
00:50:52Wedding rising power and so
00:50:57what is the terms of we revealed reveal model
00:51:02on only the terms of what are the Freeman effect plus
00:51:07interaction between the power within this,
00:51:13which is a plane with some degree of.
00:51:19Interaction this because of
00:51:22this interaction and with which is core in.
00:51:32Level but the power level is the one which is very much the.
00:51:42Tesoro working and so.
00:51:49If we have to optimizer this.
00:51:54Is. Allora lui era any.
00:52:02We have it a Gli scanner a los level of
00:52:11eyes level of power
00:52:16with the point of flowers is a explorer year.
00:52:24Low flowers low.
00:52:32Journey e power communication for and fifty one Alle donne.
00:52:43In attesa o fare una tesi su wi fi di optimum and
00:52:54with one of the corners of the domain and we can and we can
00:53:01see if the prediction of our is close to point here.
00:53:08We can also with that we are close to point.
00:53:20To point live feed from the experiments.
00:53:32And to the course.
00:53:37Let's consigliere example the one in the col mio cuor mio.
00:53:48A domani, guys.
00:53:50Ma dopo lo scorso We have more
00:53:53than ARASENS trials let's go through the.
00:53:59Year present we have the time,
00:54:04we have the law of our of human rights.
00:54:11And that works a classic which is the second best of the spirit.
00:54:23Secondo, fare ironia su un fatto storico.
00:54:30Mi è molto piaciuto Keep it small party.
00:54:35Forse hai sentito Sent.
00:54:38and. Articles. We want to.
00:54:51Have fun ok where the small articles
00:54:57are those with love and peace and we are.
00:55:05The way with you see the particles so let's go to the example.
00:55:15Let's consider Il dataset col mining si.
00:55:26Chiude.
00:55:32Con. We have.
00:55:39To know what we have also no so
00:55:45important less open it in Matlab, but.
00:55:52IT is.
00:56:20What that? You will be necessary? And then.
00:56:42Showed how to use Matlab Ok. How to get it?
00:56:53Is very easy. Ok.
00:57:14So io we have a dataset.
00:57:18Let's conclude.
00:57:20Let's go to help you are you can find the original variables?
00:57:27Ok. Original units.
00:57:31Max Ok. Grazie.
00:57:37Copy here.
00:57:41To this is the.
00:57:44Love and this is the position of the classic fire.
00:57:51And we have our response one which
00:57:56is the. Time to.
00:58:21Love you to copy di copy and peace.
00:58:26The year to year we have One way to which
00:58:33are the person of the particles and pursuit of particles.
00:58:40We can see them in separate lots so let's do this.
00:58:49Let's go to the.
00:58:59Plot plot for the president of.
00:59:09Particles. Included here we are.
00:59:17So we can see that the amount of
00:59:22small particle goes from fifty fifty height ok
00:59:28to E di moda nati in that old conditions are there are
00:59:38larger than the specification
00:59:43required so we have to find more of the.
00:59:53Of the large particles and we can go and explore
00:59:59also the individual plot for what you are.
01:00:06Ok, ok and here we can see the only one only one case.
01:00:14We are out of the specification of the one of particles.
01:00:20While the rest is now,
01:00:23what is the largest majority of
01:00:26the experimental domain B
01:00:29too good conditions for having small amount of large.
01:00:36We can start exploring this one of
01:00:41the time one way out time so we can build e more
01:00:45for the love smaller particles and
01:00:48then one for the largest particles and so for
01:00:52example we can go to
01:00:55stata nova and the e main effect protect better.
01:01:00Sorry before, let's see what is this design?
01:01:08So what if?
01:01:17So how manufacturers?
01:01:22Over levels.
01:01:33So we
01:01:35have fire and then for
01:01:39the first variable love and one two three positions.
01:01:50So we are two factors factors
01:01:56on Friday and the power of KEE is the three the power of two and.
01:02:08So lets also in in forma ideografico form.
01:02:17Lo. So this is the three the power of two full time,
01:02:24we cross and the three one factor with the old levels,
01:02:29the free levels of the other factor.
01:02:31Let's build e scatter scatter plot.
01:02:35Il simbolo scatter plot with
01:02:41the positions which is it is this is the power of.
01:02:53The power of the pull factor design is the same time a face.
01:03:03In the corners of.
01:03:10The force of the faces and one time the point.
01:03:21So di ogni caso.
01:03:25É sempre al centro del design del sito web
01:03:32e. Design.
01:03:41Design Case factors.
01:03:45Ok, lo so.
01:03:49We have e design with one of the point only.
01:03:57To the power of the design and so
01:04:03this is an optimization design so we can include the.
01:04:09Order actions to here we have that our domain.
01:04:20Years we have the law year,
01:04:22we have the classic fire,
01:04:24we have the three years,
01:04:28we have one of the point.
01:04:33We are the power of two pull factor design,
01:04:40which size width e two to the power of two place to times.
01:04:48Su Plos one faces and
01:04:53design okay a wine design having nine experiments,
01:05:02we can have to build e model which comprise video one plus.
01:05:11Plus one to one two plus one to one x square.
01:05:19La sfida.
01:05:21You are here we have free class one
01:05:28last vidas estimate estimate nine experiments are more
01:05:37than old videos so we can effort is that of reference services.
01:05:46In the second.
01:05:51Hand if they are useful so
01:05:55let's effect so let's go to start up meet love.
01:06:03Let's included let's start with the first
01:06:08the amount of small particles at the age factor,
01:06:15the love and of the end I have the main effect.
01:06:24What could be sì is my Lord of what is the most important of.
01:06:36The way of.
01:06:41The wind of wine blog for
01:06:46the position where will not.
01:06:54Before the. Day in or reading virtuale.
01:07:04Load. Di Perfect.
01:07:14Position. Otto Quindi sì,
01:07:19dato per sfondo non lo so, mi dispiace.
01:07:24Including for you.
01:07:29May be a beneficio so will
01:07:35commenti design to may be negative ok zero down,
01:07:43but it is more important so reality di type
01:07:49of health and ranking of science.
01:07:54We can keep. Year stata nova interaction plot once again
01:08:02skip to mount and let's include factors load and he.
01:08:13And position to evaluate the.
01:08:24Introduction. To the red line
01:08:34and the blue line touch not so di Sam.
01:08:42However, we can eat conclude anything about
01:08:47the relevance statistical relevance of
01:08:51this interaction so let's go directly to the.
01:08:57Model building in modo building so let's go to
01:09:03state stati a Dio I resource surface analysis.
01:09:11Here to say I know that.
01:09:15A we have we have a good.
01:09:22Continuous factors are the law and position.
01:09:30That the love.
01:09:33And. We are the law and the effect.
01:09:40That for what?
01:09:44We have that it is one and the free we have to click.
01:09:52Ok, Ok. Once again.
01:09:55Select results which is the sound of the type number of the year.
01:10:04Full quadratiche comprise the effect interaction
01:10:09and his KEE so we have a web we have.
01:10:14B b and among the interpretation.
01:10:20We can include one year the Pareto chart for understanding
01:10:26the important of the variables and we can check
01:10:31out the residuo have with regard to the factors and.
01:10:40Ok, ok again and here we are we have a model X is
01:10:46what we are not for the night and Scoraggiati.
01:10:56So close. Era fantastico.
01:11:02Guidavo molto diversi tipi Value to the road,
01:11:09il match Point of fire So significant the position
01:11:19zero point zero zero uno zero zero file significant di load square
01:11:29as is larger than five meaning that this is not important the
01:11:37classified where you already yes okay so.
01:11:47Far as is an zero point
01:11:51of it is beautiful and it is not meaningful.
01:11:57But closed slow food
01:12:01and see we have the scoraggiarsi is close to the square.
01:12:07Negative di chi Lodge ad idrogeno speciali di.
01:12:16Polizia faro because this is not the performance of our. We can si.
01:12:24Corso di analisi forense
01:12:27included We can see the use of the year The law
01:12:33the é could coefficiente to vita one is minus four point is minus
01:12:42five point of them are negative aspects and
01:12:49love and the fire as a larger than the love,
01:12:56but effect is the one of the fire.
01:13:02Ok, ma oltre al negative mind dei make
01:13:10di efficiency of the mill to brake in small particles the call.
01:13:20The king of importance before
01:13:24the last fire position is the most important classified square also
01:13:31very important and the road is
01:13:33important not important one is close to
01:13:38the limit the red line years how are the residuo residuo zero.
01:13:48Anomali distribuiti up and down random.
01:13:53We are happy end here we can see that we
01:13:57have e ability on one level of one factor,
01:14:04which is similar to the other Adesso disease.
01:14:10Behavior of the random distributed with respect so
01:14:17here I reported on the slides of this results in Matlab.
01:14:26Ok. Understand what is?
01:14:34Paper design the one of the main effect and.
01:14:41Interaction. Design week in
01:14:48our service tax is very well
01:14:51all the right point to point with this is.
01:14:57Not for the way.
01:15:04In which we can see that there Is the greatest majority
01:15:08of the planet space,
01:15:13which is to use top ten amount of political articles.
01:15:20Okay, we make after the quality of
01:15:27our terms of our terms of this also for the.
01:15:37Molto altro non so dirti.
01:15:43Cosa porterà al Parco del Sole?
01:15:46Ed io che si teme What you say about it main effect years of
01:15:55the law of the law makes dell'alcol increase in particolar modo.
01:16:05Or their actions seems
01:16:09that there are interaction because this is not.
01:16:15A air. France significant.
01:16:23Are not.
01:16:27Seems that there are some of mind non-lineare.
01:16:31We don't know apriori if their significato see it to your eyes.
01:16:39Wide to and e full
01:16:44effects and we find diesel more,
01:16:51which is one again present the red point year and è la vita.
01:16:59What is Molti years of the. Amount of.
01:17:09The load dell'essere efficient is breaking the.
01:17:16Wire directive on the air negative.
01:17:24The two year is not significant different from while one square
01:17:32this nominarti for the road in significant
01:17:36while non-lineari di the world is not.
01:17:40In caso di.
01:17:44Web service details that the.
01:17:52Specification finding in amount of
01:17:58lower then one present Il Mac dell'hardware Authority
01:18:08of the communities.
01:18:12And we can information about the.
01:18:20Second life.
01:18:22They are here they are and distributed.
01:18:26So we are we don't have to find the making.
01:18:33We are what we meet the specification so we have to.
01:18:41Get the small particles are more than
01:18:46the present that the particle are.
01:18:53We have to this information and find this.
01:19:00Interface I 15 and the part of the domain,
01:19:06which is the same time to meet,
01:19:11dove le specifiche sono divisa in due tempi
01:19:17o a amount and amount of love boat.
01:19:28That as you will have a number of number,
01:19:33two will be on and with you one,
01:19:40which before the final.
01:19:43And you for the course and this is
01:19:50very agent fresco teacher is not in my way.
01:20:02So for you.
01:20:07Are. Here today you
01:20:16can see students board are.
01:20:27You sleep much eh?
01:20:33Don't disturbi your sleeping for the final exam am really confident
01:20:42that you will pass on
01:20:46your own you after the homework you will be for the.
01:20:53Very much and.