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P2.T6. Credit Risk (25%)
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Errors Found in Study Notes P2.T6. Credit Risk
@RaDi7 Yes agreed on both, thank you! The source PD is mistaken (doesn't distribute the T) but ours then omits the N(.)
Sorry, thank you! @Nicole Seaman RaDi7 is correct about both of these mistakes. This doesn't require Deeepa, I can correct myself (added to wrike)
@RaDi7 Yes agreed on both, thank you! The source PD is mistaken (doesn't distribute the T) but ours then omits the N(.)
Sorry, thank you! @Nicole Seaman RaDi7 is correct about both of these mistakes. This doesn't require Deeepa, I can correct myself (added to wrike)
@RaDi7 Yes agreed on both, thank you! The source PD is mistaken (doesn't distribute the T) but ours then omits the N(.)
Sorry, thank you! @Nicole Seaman RaDi7 is correct about both of these mistakes. This doesn't require Deeepa, I can correct myself (added to wrike)
@RaDi7 Yes agreed on both, thank you! The source PD is mistaken (doesn't distribute the T) but ours then omits the N(.)
Sorry, thank you! @Nicole Seaman RaDi7 is correct about both of these...
Nicole Seaman
,
Aug 5, 2015
Replies:
19
Views:
1,321
David Harper CFA FRM
Nov 8, 2017
Correlation in CDS
Hi David, I have been a member since the past 4 months and have found this forum very informative. I was searching the internet regarding correlation in nth to default CDS and found this thread. Just wanted to extend the logic for pricing nth to default and ask a question on it. Suppose I have a 3rd to default CDS and even the basket has 3 reference obligations(credits). Also suppose the 3...
Hi David, I have been a member since the past 4 months and have found this forum very informative. I was searching the internet regarding correlation in nth to default CDS and found this thread. Just wanted to extend the logic for pricing nth to default and ask a question on it. Suppose I have a 3rd to default CDS and even the basket has 3 reference obligations(credits). Also suppose the 3...
Hi David, I have been a member since the past 4 months and have found this forum very informative. I was searching the internet regarding correlation in nth to default CDS and found this thread. Just wanted to extend the logic for pricing nth to default and ask a question on it. Suppose I have...
Hi David, I have been a member since the past 4 months and have found this forum very informative. I was searching the internet regarding correlation in nth to default CDS and found this thread....
Sunil Natarajan
,
Aug 28, 2008
Replies:
11
Views:
5,123
abhineet.goel@gmail.com
Dec 29, 2017
Gaussian copula modelling
Thank you so much.
Thank you so much.
Thank you so much.
Thank you so much.
daweinzettl
,
Jan 12, 2015
Replies:
6
Views:
1,876
GayatriBT
Nov 29, 2017
Benefits of Securitisation
Thank you @David Harper CFA FRM ..This is crystal clear now! Thanks, Vinay
Thank you @David Harper CFA FRM ..This is crystal clear now! Thanks, Vinay
Thank you @David Harper CFA FRM ..This is crystal clear now! Thanks, Vinay
Thank you @David Harper CFA FRM ..This is crystal clear now! Thanks, Vinay
VinayB
,
Nov 15, 2017
Replies:
2
Views:
154
VinayB
Nov 16, 2017
z-score calibration (adjustment)
Hi @uness_o7 Apologies but I haven't examined carefully his Cost of Classification; it's not technically in the LO syllabus, right? We didn't include in our notes .... That looks interesting, I will take a closer look what I get a chance ... thanks,
Hi @uness_o7 Apologies but I haven't examined carefully his Cost of Classification; it's not technically in the LO syllabus, right? We didn't include in our notes .... That looks interesting, I will take a closer look what I get a chance ... thanks,
Hi @uness_o7 Apologies but I haven't examined carefully his Cost of Classification; it's not technically in the LO syllabus, right? We didn't include in our notes .... That looks interesting, I will take a closer look what I get a chance ... thanks,
Hi @uness_o7 Apologies but I haven't examined carefully his Cost of Classification; it's not technically in the LO syllabus, right? We didn't include in our notes .... That looks interesting, I...
uness_o7
,
Nov 14, 2017
Replies:
1
Views:
47
David Harper CFA FRM
Nov 14, 2017
Impact of Default Correlations on EL
Thank you @David Harper CFA FRM , appreciate the confirmation!
Thank you @David Harper CFA FRM , appreciate the confirmation!
Thank you @David Harper CFA FRM , appreciate the confirmation!
Thank you @David Harper CFA FRM , appreciate the confirmation!
VinayB
,
Jul 1, 2017
Replies:
7
Views:
209
VinayB
Nov 8, 2017
CVA, independent amount & margin period of risk
Hi there, I am puzzled with the graph below; isn't the independent amount posted as collateral, either way, whatever happens? Does the margin period of risk then still have an impact?
Hi there, I am puzzled with the graph below; isn't the independent amount posted as collateral, either way, whatever happens? Does the margin period of risk then still have an impact?
Hi there, I am puzzled with the graph below; isn't the independent amount posted as collateral, either way, whatever happens? Does the margin period of risk then still have an impact?
Hi there, I am puzzled with the graph below; isn't the independent amount posted as collateral, either way, whatever happens? Does the margin period of risk then still have an impact?
Gdb
,
Nov 4, 2017
Replies:
0
Views:
117
Gdb
Nov 4, 2017
FRM Handbook Example 23.9: FRM Exam 2008 Q 3-31
Hello @dbansal, We have not updated the focus review videos recently (they are on our update list for 2018), but this post is already tagged for revision so we will make sure that the new video is correct. Videos take a great deal of time, especially when there is so much material to cover with study notes, writing in-depth PQs, creating new instructional videos, preparing detailed XLS and...
Hello @dbansal, We have not updated the focus review videos recently (they are on our update list for 2018), but this post is already tagged for revision so we will make sure that the new video is correct. Videos take a great deal of time, especially when there is so much material to cover with study notes, writing in-depth PQs, creating new instructional videos, preparing detailed XLS and...
Hello @dbansal, We have not updated the focus review videos recently (they are on our update list for 2018), but this post is already tagged for revision so we will make sure that the new video is correct. Videos take a great deal of time, especially when there is so much material to cover with...
Hello @dbansal, We have not updated the focus review videos recently (they are on our update list for 2018), but this post is already tagged for revision so we will make sure that the new video...
RM1
,
Sep 28, 2011
Replies:
8
Views:
2,456
Nicole Seaman
Oct 23, 2017
Margin stepup
Hi @saurabhpal49 I assume that Choudhry is referring to a coupon with an increasing step function. If the bond/tranche is based on an index, then the margin would be added to determine the floating coupon rate; e.g., maybe the floating rate for a senior tranche = LIBOR + 50 basis point margin = coupon rate, where 50 basis points is the margin. Note the text that I located below (from...
Hi @saurabhpal49 I assume that Choudhry is referring to a coupon with an increasing step function. If the bond/tranche is based on an index, then the margin would be added to determine the floating coupon rate; e.g., maybe the floating rate for a senior tranche = LIBOR + 50 basis point margin = coupon rate, where 50 basis points is the margin. Note the text that I located below (from...
Hi @saurabhpal49 I assume that Choudhry is referring to a coupon with an increasing step function. If the bond/tranche is based on an index, then the margin would be added to determine the floating coupon rate; e.g., maybe the floating rate for a senior tranche = LIBOR + 50 basis point margin =...
Hi @saurabhpal49 I assume that Choudhry is referring to a coupon with an increasing step function. If the bond/tranche is based on an index, then the margin would be added to determine the...
FrmL2_Aspirant
,
May 16, 2017
Replies:
3
Views:
698
David Harper CFA FRM
Oct 19, 2017
P2.T6.309. Default correlation, Malz sections 8.1 and 8.2
Yes David....that surely helped.....thanks so much...hopefully the question in exam shall provide the number of defaults
Yes David....that surely helped.....thanks so much...hopefully the question in exam shall provide the number of defaults
Yes David....that surely helped.....thanks so much...hopefully the question in exam shall provide the number of defaults
Yes David....that surely helped.....thanks so much...hopefully the question in exam shall provide the number of defaults
Taunk
,
Oct 30, 2016
Replies:
5
Views:
384
baheti.meenal@rediffmail.com
Oct 14, 2017
Malz Chapter 8:Portfolio Credit Risk
Excellent David, it's just what I was asking you. Million thanks!
Excellent David, it's just what I was asking you. Million thanks!
Excellent David, it's just what I was asking you. Million thanks!
Excellent David, it's just what I was asking you. Million thanks!
kik92
,
Jun 4, 2017
Replies:
8
Views:
283
BaserMad
Oct 6, 2017
First to default put ( crouhy)
Hi @saurabhpal49 I'd explain with a simple illustration. Imagine the basket contains only two credits, each with (unconditional) default probability of, respectively say, 10.0% and 7.0%. Also, let's simplify and approximate spread by S = PD*LGD but assume LGD = 100%, so that spread approximated default probability. Now compare: If these credits are uncorrelated, what is the approximate...
Hi @saurabhpal49 I'd explain with a simple illustration. Imagine the basket contains only two credits, each with (unconditional) default probability of, respectively say, 10.0% and 7.0%. Also, let's simplify and approximate spread by S = PD*LGD but assume LGD = 100%, so that spread approximated default probability. Now compare: If these credits are uncorrelated, what is the approximate...
Hi @saurabhpal49 I'd explain with a simple illustration. Imagine the basket contains only two credits, each with (unconditional) default probability of, respectively say, 10.0% and 7.0%. Also, let's simplify and approximate spread by S = PD*LGD but assume LGD = 100%, so that spread approximated...
Hi @saurabhpal49 I'd explain with a simple illustration. Imagine the basket contains only two credits, each with (unconditional) default probability of, respectively say, 10.0% and 7.0%. Also,...
saurabhpal49
,
Sep 24, 2017
Replies:
1
Views:
164
David Harper CFA FRM
Sep 24, 2017
Settled vs actual recovery rates
It's very clear as usual, thanks a lot David.
It's very clear as usual, thanks a lot David.
It's very clear as usual, thanks a lot David.
It's very clear as usual, thanks a lot David.
saurabhpal49
,
Sep 13, 2017
Replies:
4
Views:
224
Eltanariel
Sep 14, 2017
Netting vs closeout netting
@saurabhpal49 But I do not think payment netting is triggered by counterparty default. The difference is between payment netting and close-out netting. The classic example of payment netting is an interest rate swap where, at each (eg) six-month settlement (aka, exchange), the fixed "coupon" payment is exchanged for the floating "coupon" payment, but they are netted (as in payment netting). If...
@saurabhpal49 But I do not think payment netting is triggered by counterparty default. The difference is between payment netting and close-out netting. The classic example of payment netting is an interest rate swap where, at each (eg) six-month settlement (aka, exchange), the fixed "coupon" payment is exchanged for the floating "coupon" payment, but they are netted (as in payment netting). If...
@saurabhpal49 But I do not think payment netting is triggered by counterparty default. The difference is between payment netting and close-out netting. The classic example of payment netting is an interest rate swap where, at each (eg) six-month settlement (aka, exchange), the fixed "coupon"...
@saurabhpal49 But I do not think payment netting is triggered by counterparty default. The difference is between payment netting and close-out netting. The classic example of payment netting is an...
saurabhpal49
,
Sep 11, 2017
Replies:
4
Views:
255
David Harper CFA FRM
Sep 11, 2017
Malz single factor model
Hi @saurabhpal49 Malz single-factor model is intermediate/advanced, I just want to "warn" you so that you do not expect to immediately grok it, as it's proven to be challenging . I copied below the latest version of my rendering of his example Malz 8.4. To grok the specific sentence you cite, IMO, is difficult without understanding the broader model (if you already get it, great!). Below I...
Hi @saurabhpal49 Malz single-factor model is intermediate/advanced, I just want to "warn" you so that you do not expect to immediately grok it, as it's proven to be challenging . I copied below the latest version of my rendering of his example Malz 8.4. To grok the specific sentence you cite, IMO, is difficult without understanding the broader model (if you already get it, great!). Below I...
Hi @saurabhpal49 Malz single-factor model is intermediate/advanced, I just want to "warn" you so that you do not expect to immediately grok it, as it's proven to be challenging . I copied below the latest version of my rendering of his example Malz 8.4. To grok the specific sentence you cite,...
Hi @saurabhpal49 Malz single-factor model is intermediate/advanced, I just want to "warn" you so that you do not expect to immediately grok it, as it's proven to be challenging . I copied below...
saurabhpal49
,
Sep 10, 2017
Replies:
1
Views:
135
David Harper CFA FRM
Sep 10, 2017
Interest rates (Stultz)
Thanks David for the clarification
Thanks David for the clarification
Thanks David for the clarification
Thanks David for the clarification
saurabhpal49
,
Sep 9, 2017
Replies:
2
Views:
126
saurabhpal49
Sep 10, 2017
LDA Coefficient Estimation
Hello, I want to verify if the min arg function used to assign a new variable into a particular group. I tried with 2 groups (Male/Female) with 2 variables (height and weight). is this correct? Secondly, when we move from Euclidean distance to geometric distance, the authors request us to consider the covariance matrix (to control for variable dependence) by further multiplying the transposed...
Hello, I want to verify if the min arg function used to assign a new variable into a particular group. I tried with 2 groups (Male/Female) with 2 variables (height and weight). is this correct? Secondly, when we move from Euclidean distance to geometric distance, the authors request us to consider the covariance matrix (to control for variable dependence) by further multiplying the transposed...
Hello, I want to verify if the min arg function used to assign a new variable into a particular group. I tried with 2 groups (Male/Female) with 2 variables (height and weight). is this correct? Secondly, when we move from Euclidean distance to geometric distance, the authors request us to...
Hello, I want to verify if the min arg function used to assign a new variable into a particular group. I tried with 2 groups (Male/Female) with 2 variables (height and weight). is this...
ram.karthik
,
Sep 3, 2017
Replies:
0
Views:
62
ram.karthik
Sep 3, 2017
Risk adjusted pricing (De Laurentis)
@saurabhpal49 I forgot to share the attached presentation to GARP on RAROC by Dr. Yousef Padganeh (Head of Enterprise Risk Management, Commercial Bank International). I think he gives some useful illustrations and he has a slide on risk-based pricing. I hope that's helpful!
@saurabhpal49 I forgot to share the attached presentation to GARP on RAROC by Dr. Yousef Padganeh (Head of Enterprise Risk Management, Commercial Bank International). I think he gives some useful illustrations and he has a slide on risk-based pricing. I hope that's helpful!
@saurabhpal49 I forgot to share the attached presentation to GARP on RAROC by Dr. Yousef Padganeh (Head of Enterprise Risk Management, Commercial Bank International). I think he gives some useful illustrations and he has a slide on risk-based pricing. I hope that's helpful!
@saurabhpal49 I forgot to share the attached presentation to GARP on RAROC by Dr. Yousef Padganeh (Head of Enterprise Risk Management, Commercial Bank International). I think he gives some useful...
saurabhpal49
,
Sep 2, 2017
Replies:
2
Views:
178
David Harper CFA FRM
Sep 2, 2017
Does selling a call option also counterparty risk free?
Thanks Eltanariel. Much appreciated.
Thanks Eltanariel. Much appreciated.
Thanks Eltanariel. Much appreciated.
Thanks Eltanariel. Much appreciated.
lianne
,
Nov 4, 2014
Replies:
9
Views:
2,359
bultai
Aug 30, 2017
Gregory - Chapter 15 - Wrong-way Risk
thanks David, yes all i could understand is that he was referring to conditional EE while making the statement. But still the relationship he stated is still puzzling me. If you come to the terms of it sometime, please do let it come in the notes or in the forum! Thanks a lot!
thanks David, yes all i could understand is that he was referring to conditional EE while making the statement. But still the relationship he stated is still puzzling me. If you come to the terms of it sometime, please do let it come in the notes or in the forum! Thanks a lot!
thanks David, yes all i could understand is that he was referring to conditional EE while making the statement. But still the relationship he stated is still puzzling me. If you come to the terms of it sometime, please do let it come in the notes or in the forum! Thanks a lot!
thanks David, yes all i could understand is that he was referring to conditional EE while making the statement. But still the relationship he stated is still puzzling me. If you come to the terms...
brian.field
,
Mar 10, 2015
Replies:
6
Views:
1,015
Arka Bose
Aug 17, 2017
Basel II-Current Exposure Method
Hi everyone, I am having a mess in my mind that when using CEM method for counterparty credit risk calculation, the add-on factor for credit derivatives is not dependent on maturity. Its concern is "qualify". if the contract is qualify so the addon-factor is 5%, vice versus addon-factor is 10%. My question is why Credit derivative is independent on maturity. Anybody helps me solve this issue,...
Hi everyone, I am having a mess in my mind that when using CEM method for counterparty credit risk calculation, the add-on factor for credit derivatives is not dependent on maturity. Its concern is "qualify". if the contract is qualify so the addon-factor is 5%, vice versus addon-factor is 10%. My question is why Credit derivative is independent on maturity. Anybody helps me solve this issue,...
Hi everyone, I am having a mess in my mind that when using CEM method for counterparty credit risk calculation, the add-on factor for credit derivatives is not dependent on maturity. Its concern is "qualify". if the contract is qualify so the addon-factor is 5%, vice versus addon-factor is 10%....
Hi everyone, I am having a mess in my mind that when using CEM method for counterparty credit risk calculation, the add-on factor for credit derivatives is not dependent on maturity. Its concern...
JonathanJoke
,
Aug 17, 2017
Replies:
0
Views:
176
JonathanJoke
Aug 17, 2017
Calculated Stress Losses for Loan/Derivatives Portfolios
Thank you so much David. I greatly appreciate the level of detail you provide in your answers.
Thank you so much David. I greatly appreciate the level of detail you provide in your answers.
Thank you so much David. I greatly appreciate the level of detail you provide in your answers.
Thank you so much David. I greatly appreciate the level of detail you provide in your answers.
trigg989
,
Jul 31, 2017
Replies:
2
Views:
235
trigg989
Aug 2, 2017
Learning spreadsheet P2.T6 Malz ch7
Very helpful @David Harper CFA FRM , thank you!
Very helpful @David Harper CFA FRM , thank you!
Very helpful @David Harper CFA FRM , thank you!
Very helpful @David Harper CFA FRM , thank you!
Linghan
,
Jan 27, 2017
Replies:
5
Views:
304
trigg989
Jul 31, 2017
Understanding Credit-Linked Notes
Hi David - how would you value a CLN on a MTM basis. Credit risk (CDS - spread) to the protection buyer and then to the reference portfolio?
Hi David - how would you value a CLN on a MTM basis. Credit risk (CDS - spread) to the protection buyer and then to the reference portfolio?
Hi David - how would you value a CLN on a MTM basis. Credit risk (CDS - spread) to the protection buyer and then to the reference portfolio?
Hi David - how would you value a CLN on a MTM basis. Credit risk (CDS - spread) to the protection buyer and then to the reference portfolio?
Hend Abuenein
,
May 1, 2012
...
2
Replies:
25
Views:
25,548
Mohammed.qureshi
Jul 17, 2017
Securitization Process
Above this undoubtedly great explanation by my friend I just wanna point towards the graphics @David Harper CFA FRM has compiled in the study materials about each respective entity in the securitisation process/chain. Best explanation I have seen so far!
Above this undoubtedly great explanation by my friend I just wanna point towards the graphics @David Harper CFA FRM has compiled in the study materials about each respective entity in the securitisation process/chain. Best explanation I have seen so far!
Above this undoubtedly great explanation by my friend I just wanna point towards the graphics @David Harper CFA FRM has compiled in the study materials about each respective entity in the securitisation process/chain. Best explanation I have seen so far!
Above this undoubtedly great explanation by my friend I just wanna point towards the graphics @David Harper CFA FRM has compiled in the study materials about each respective entity in the...
Hermz29
,
Jul 10, 2017
Replies:
3
Views:
173
emilioalzamora1
Jul 11, 2017
KMV Distance to Default
Was trying to implement KMV model for PD estimation. One doubt, after estimating the DD (distance to default) how to map the same to Expected default frequency. For example, “For a particular company we compute and get a DD of 3. To compute EDF, 2000 companies last year has a DD of 3, and 15 of these firms defaulted after one year. The expected default frequency for the company = 15/2000...
Was trying to implement KMV model for PD estimation. One doubt, after estimating the DD (distance to default) how to map the same to Expected default frequency. For example, “For a particular company we compute and get a DD of 3. To compute EDF, 2000 companies last year has a DD of 3, and 15 of these firms defaulted after one year. The expected default frequency for the company = 15/2000...
Was trying to implement KMV model for PD estimation. One doubt, after estimating the DD (distance to default) how to map the same to Expected default frequency. For example, “For a particular company we compute and get a DD of 3. To compute EDF, 2000 companies last year has a DD of 3, and 15...
Was trying to implement KMV model for PD estimation. One doubt, after estimating the DD (distance to default) how to map the same to Expected default frequency. For example, “For a particular...
ChadWOB
,
Mar 20, 2012
Replies:
7
Views:
3,342
dev
Jun 30, 2017
Describe a waterfall structure in securitzation
Thank you David
Thank you David
Thank you David
Thank you David
kik92
,
May 23, 2017
Replies:
2
Views:
250
kik92
May 24, 2017
P.2 Credit VaR
@bpdulog Yes, I agree with that solution, I feel like it's almost the only calculation you can make with that information, including (i) assume it's a 95.0% CVaR and (ii) assume CVaR = UL. RE: official guidance from GARP? I don't know what you mean, exactly, sorry. Primarily I "upload feedback" (e.g., ask for consistency in definitions). Thanks,
@bpdulog Yes, I agree with that solution, I feel like it's almost the only calculation you can make with that information, including (i) assume it's a 95.0% CVaR and (ii) assume CVaR = UL. RE: official guidance from GARP? I don't know what you mean, exactly, sorry. Primarily I "upload feedback" (e.g., ask for consistency in definitions). Thanks,
@bpdulog Yes, I agree with that solution, I feel like it's almost the only calculation you can make with that information, including (i) assume it's a 95.0% CVaR and (ii) assume CVaR = UL. RE: official guidance from GARP? I don't know what you mean, exactly, sorry. Primarily I "upload feedback"...
@bpdulog Yes, I agree with that solution, I feel like it's almost the only calculation you can make with that information, including (i) assume it's a 95.0% CVaR and (ii) assume CVaR = UL. RE:...
chopin
,
Feb 15, 2017
Replies:
7
Views:
217
David Harper CFA FRM
May 19, 2017
Credit Questions
Hi @David Harper CFA FRM, Do you have any insight on the below: WWR: If you are short a banks stock, and the bank value falls, so the value of your short trade goes up..Is this WWR? Say you long a call from an airline on oil, if oil goes up the value of the call goes up, and the airline which is now less able to pay due to high oil costs..is that WWR? Senior,Sub,Eq debt: If a company is in...
Hi @David Harper CFA FRM, Do you have any insight on the below: WWR: If you are short a banks stock, and the bank value falls, so the value of your short trade goes up..Is this WWR? Say you long a call from an airline on oil, if oil goes up the value of the call goes up, and the airline which is now less able to pay due to high oil costs..is that WWR? Senior,Sub,Eq debt: If a company is in...
Hi @David Harper CFA FRM, Do you have any insight on the below: WWR: If you are short a banks stock, and the bank value falls, so the value of your short trade goes up..Is this WWR? Say you long a call from an airline on oil, if oil goes up the value of the call goes up, and the airline which...
Hi @David Harper CFA FRM, Do you have any insight on the below: WWR: If you are short a banks stock, and the bank value falls, so the value of your short trade goes up..Is this WWR? Say you long...
WhizzKidd
,
May 19, 2017
Replies:
0
Views:
118
WhizzKidd
May 19, 2017
Credit Risk & Credit Derivatives
In case it's helpful, I copied below a response from recent discussion here at which is a snippet of our recently updated Stulz notes. This concerns the OP question about subordinated debt in a firm: basically, it acts like debt if firm value is high and default probability is "typical" (so it's value is mostly a function of interest rates, as usual, and to a lessor extent firm volatility)....
In case it's helpful, I copied below a response from recent discussion here at which is a snippet of our recently updated Stulz notes. This concerns the OP question about subordinated debt in a firm: basically, it acts like debt if firm value is high and default probability is "typical" (so it's value is mostly a function of interest rates, as usual, and to a lessor extent firm volatility)....
In case it's helpful, I copied below a response from recent discussion here at which is a snippet of our recently updated Stulz notes. This concerns the OP question about subordinated debt in a firm: basically, it acts like debt if firm value is high and default probability is "typical" (so...
In case it's helpful, I copied below a response from recent discussion here at which is a snippet of our recently updated Stulz notes. This concerns the OP question about subordinated debt in a...
Swarnendu Pathak
,
Jul 30, 2013
Replies:
5
Views:
828
David Harper CFA FRM
May 17, 2017
Lowest Credit Risk
Thanks David...
Thanks David...
Thanks David...
Thanks David...
Abhijit CMA
,
May 14, 2017
Replies:
2
Views:
167
Abhijit CMA
May 14, 2017
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