Interest Rate Futures Pricing, Hedging, Trading Analysis and Applications



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Interest Rate Futures Pricing, Hedging, Trading Analysis and Applications Vincent Chia Last Updated on 30 Nov 2010 vincent.chia@thomsonreuters.com Agenda 1. Financial Instruments 2. Pricing Methodology 3. Hedging Illustrations 4. Trading Strategies 5. Analysis Studies 6. Application Examples 7. Process Efficiency 8. Conclusion Appendix 2

Financial Instruments : A Review 1.1 The Short Term Interest Rate (STIR) futures Market A financial contract where settlement of a transaction happens at a future date while all other financial aspects of the transaction is fixed today. 1. Anonymous Trading, exchange, price-time priority. 2. Equivalent to standardised Forward Rate Agreement (FRA) contract 3. Standardised notional principal amounts, maturity dates and underlying interest rates, 4. STIR futures are deemed to be Credit Risk Free as each contract is guaranteed by exchange : to achieve this, when entering into a contract, each party must place an initial margin with the exchange (sufficient to cover an extreme movement in the market) plus variation margin because each contract is valued and settled daily. For example Maturity : 3 to 6 month contracts. The Underlying : 3 month BIBOR and 6 month THBFIX interest rates Mode of Settlement : Cash settlement 4

1.2 The STIR futures Market For Cash Settlement Case, The buyer of a STIR futures contract has a long position. If the position is held until the Settlement date, then he/she will be received or asked to pay the relevant difference for Cash Settlement. The seller of a STIR futures contract has a short position. If the position is held until the Settlement date, then he/she will be asked to pay or received the relevant difference for Cash Settlement. 5 1.3.1 Frames (USD STIR futures or ED futures) 15 Dec to 15 Mar Z0 H1 F1 G1 H1 J1 K1 18 May to 18 Aug M1 U1 Z1 15 Jun to 15 Sep 21 Dec to 21 Mar year 2011 21 Sep to 21 Dec 6

1.3.2 Frames (USD STIR futures or ED futures) H2 M2 U2 Z2 H3 M3 U3 Z3 H4 M4 U4 Z4 H5 M5 U5 Z5 H6 M6 U6 Z6 H7 M7 U7 Z7 H7 M7 U7 Z7 H8 M8 U8 Z8 H9 M9 U9 Z9 year 2012 year 2013 year 2014 year 2015 year 2016 year 2017 year 2018 year 2019 year 2020 7 1.3.3 Term Structure (USD STIR futures or ED futures) Price as the Reciprocal of forward interest rates. 8

Pricing Methodology 2.1 Birdeye View on Trading/Pricing/Hedging Planes Yield % Price Yield Relationship 90 day THB Forward Interest Rates curve (30 day forward start) spot THB Interest Rates curve Hedging Plane Price $ 30-day 120-day Term or Tenor or Maturity Trading Plane Linearly Implied Rate and Spot Interest Rates converge 30-day Cash Settlement date 90 day frame 120-day $ 100 for Pricing Purpose 10

2.2.1 Zero Coupon Bond vs STIR futures Zero Coupon Bond. Reference date 90 days or 92 days $100 for Pricing Purpose Some use Trade date as Reference date Some use Spot date as Reference date -$P P zero _ coupon _ bond = [1 + 100 r 90, 365 ] 90 / 365 or [1 + 100 r 92,365 ] 92 / 365 STIR futures as forward starting Zero Coupon Bond. $100 for Pricing Purpose Trade date Spot date 90 days -$P STIR_futures P STIR _ futures = [1 + 100 f 30,120 ] 90 / 365 11 2.2.2 Suggested Pricing via Zero Coupon Rates 30d zero rates 120day zero coupon rates Feb forward interest rates, f 90day BIBOR futures Mar $100 for Pricing Purpose Jun For example, 90 d BIBOR futures, P 90 d _ BIBOR _ futures = 100 * [1 + r [1 + ] 30 30,365 120 r120,365 ] / 365 / 365 Future Value to Mar Present Value to Today = [1 + 100 f 30,120 ] 90 / 365 12

2.3 Suggested Pricing via Deposit Rates 30d deposit 120d deposit rates relevant FRA $100 for Pricing Purpose Feb Mar 90 day futures Jun For example, 90 d BIBOR futures, P 90 d _ BIBOR _ futures 30 100 * [1 + depo 365 = 120 [1 + depo 120 365 100 = 90 [1 + FRA ] 365 d 30 d ] ] Day Count Fraction is not power of but multiply beside depo rates 13 Hedging Illustrations

3.1 Transactions Involving Hedging Expected Transaction in Cash Market Borrow short-term funds In STIR futures market (now) Sell or short 3m BIBOR or 6m THBFIX futures (known as short hedging, to protect against an increase in interest rates) Lend short-term funds Buy or long 3m BIBOR or 6m THBFIX futures (known as long hedging, to protect against a decline in interest rates) 15 3.2.1 To compensate for rise in cost of borrowing STIR futures contract can be used to hedge interest rate risk. Suppose that 7 months from today, we plan to borrow THB 10 million for 90 days, and that our borrowing rate is the same as BIBOR. 3 month BIBOR futures price for 7 months from today is $96.000; => 90-day rate of ($100 - $96)*(90/365)*(1/100) = 0.980% Now, suppose that 7 months hence, 3 month BIBOR fixing is 5.000%, => 3 month BIBOR futures of $95.000 = $100 annualised yield of 5.000% (linear) The linearly implied 90-day rates is (5%)*(90/365) = 1.230% Our extra borrowing expense over 90 days on THB 10 million will therefore be (1.230-0.980)% or 0.250% or THB 25,000. 0..980% 1.230% Extra borrowing expense of THB 25,000 Linear Yield % 16

3.2.2 To compensate for rise in cost of borrowing Extra borrowing expense is offset by gains on, short 3-month BIBOR futures contract. The 3-month BIBOR futures price has gone down, giving us a gain of THB 250*100*($96-95) = THB 25,000. Since, from THB (125/0.005)*0.01 = THB 250 per basis point or bp. Short position in the 3-month BIBOR futures contract compensates us for the increase in our borrowing cost. Gain of THB 25,000 $95 $96 Price $ In the same way, a long position can be used to lock in a lending rate. Note : Exchange and Clearing Fee are not included in the calculation. 17 3.2.3 If 3m BIBOR starts to rise 3m BIBOR futures price will fall yield % 4% (Mar contract) relevant Linearly Implied yield curve at T date (7 month forward start) spot THB BIBOR curve at T date Price $ at T date Term or Tenor or maturity Sell at $96.000 7-month 10-month 5% (3m BIBOR Fixing) spot THB BIBOR curve (T + 7 months) Trading Plane Buy at $95.000 Term or Tenor or maturity 7-month later Mar 3-month 90-day Frame $ 100 for Pricing Purpose 18

3.2.4 If 3m BIBOR indeed rises 3m BIBOR futures price falls Price $ Open to sell at $96.000 for March Close to buy at $95.000 at Trade, T date 7-month later or March Expiry Mar Initial Trade : open to sell at $96.000 After 7 months : 3-month BIBOR indeed rises (or naturally expiry) close to buy at $95.000 Profits 19 3.3.1 A possible way to price a Forward Rate Agreement (FRA) FRA may be created by spot money market transaction, using 2 deposit rates. 73d deposit Interpolated 164d deposit rates 2 Jan 2011 9 Apr 2011 3x6 FRA 91 day Future value of $1, [1 + 164 365 depo 164 d ] = [1 + 73 365 depo 73 d ][ 1 + 91 365 FRA 3 x 6 ] FRA 3 x 6 = 365 91 164 [1 + 365 73 [1 + 365 depo depo 164 d 73 d ] ] 1 20

3.3.2 To price or hedge a Forward Rate Agreement (FRA) However, FRAs are off-balance sheet whereas cash trades are on balance sheet, which is not a good mix. If a liquid interest rate (or deposit) futures market exists, then this is much more likely to be used to price and hedge FRAs. The current quotes for the 3-month BIBOR futures contract are : Maturity Date Futures Price Linearly Implied Rates Mar 16 Mar 2011 $97.800 2.200% Jun 15 Jun 2011 $97.500 2.500% Given these rates, we wish to price the FRA by estimating the fair 3 month rate out of 6 Apr 2011, this is usually done by simple linear interpolation between the neighbouring linearly implied rates from STIR futures. 21 3.3.3 To price or hedge a Forward Rate Agreement (FRA) Since 6 Apr 2011 16 Mar 2011 = 21 days & 15 Jun 2011 6 Apr 2011 = 70 days Linearly Implied yield % 2.500% Linear interpolation gives : (70/91)*2.200% + (21/91)*2.500% = 2.269% 2.200% 16 Mar 6 Apr 15 Jun Maturity The reflects the contribution of each futures contact, Mar provides 77% & Jun provides 23% to the price estimates of the 3x6 FRA. If the bank has sold THB 100 million of a 3x6 FRA, therefore, to partial hedge: 8 of Mar contracts 2 of Jun contracts. The profit gained via 3-month BIBOR futures via variation margin should offset some of the loss on the 3x6 FRA. 22

3.3.4 Case study on a Parallel Shift Consider first of all a 10bp parallel shift in the 3 month forward rate curve. Linearly Implied yield % 10 bp up The bank would pay 100 million * 10bp * (91/365) = THB 24,931 extra on the 3x6 FRA 2.200% 2.500% & would receive 10 contracts * 10bp * 250 = THB 25,000 from the 3-month BIBOR futures. (ignoring trading cost) 16 Mar 6 Apr 15 Jun Maturity So the hedge is fairly effective, given the slight day count mismatch. In theory, the size of the futures hedge could have been adjusted slightly, but this is obviously impractical. 23 3.3.5 Case study on a Rotational Shift Consider a rotational shift, pivoting around 1 Apr 2011. Implied yield % This results in the following shifts : 1 Apr 2.500% THB 8 of Mar contract -6.8 bp value -13,600 2 of Jun contract +32.4 bp value +16,200 3x6 FRA contract +2 bp value -4,986 Net Effect value -2,386 2.200% 16 Mar 6 Apr 15 Jun Maturity The hedge appears to be quite effective against both parallel and rotational shifts. However, if the rates move to increase their curvature, for example, both futures rates decrease but the FRA rate remains constant, then the hedge will fail. Implied yield % 1 Apr 16 Mar 6 Apr 15 Jun Maturity 24

3.3.6 Further Considerations As time passes, the hedge needs to be re-balanced as the proportions of the 2 contracts change. Eventually, the Mar contract will expire leaving the 3x6 FRA hedge only with the Jun contract. This exposes the bank to rotational risk for the reminder of the contract. 3x6 FRA H1 Mar M1 Jun This may be reduced by selling a small amount of Sep contracts, but this is unlikely to be effective given the short time to the FRA fixing. By this, we mean that the correlation between the remainder of the FRA contract and the Sep contract is likely to be quite small, and hence a large degree of curve risk has been introduced. The time of greatest risk therefore when hedging a FRA with futures is when one of the bracketing contracts has matured. 3x6 FRA M1 Jun U1 Sep 25 3.4.1 THB IRS with 6m THBFIX interest rates as floating index THB IRS structure Fund Management Company Fixed-rate payments (pay 1% semi-annually) Float-rate payments (receive 6M THBFIX i/r) Swap Desk of a Bank 26

3.4.2 Hedge THB IRS with 6m THBFIX interest rate futures 6M THBFIX i/r THB IRS structure 1% Company s View Fund Management Company Fixed-rate payments (pay 1% semi-annually) Float-rate payments (receive 6M THBFIX i/r) Swap Desk of Bank Shorting a series of 6M THBFIX i/r futures 6M THBFIX i/r 1% Gain to Company Gain to Swap Desk of Bank 27 3.5 Curves Discrepancy : Convexity on Term Structure Interest rates % and Linearly Implied Yield % wider FRA curve from cubic spine interpolated spot deposit rate curves Linear Implied Yield from STIR futures narrower Mar Jun Sep Dec Maturity or Expiry Date 28

3.6 An example of Risk Management System : Reuters K+ Futures Maturities 29 Trading Strategies

4.1 Three month BIBOR daily time series Life High yield Historical data may be used to build model for simulation purpose (Econometrics, Monte Carlo Simulation etc) Widest trading range so far Subprime Crisis Life Low yield Recent trading range 31 4.2 Six month THBFIX interest rates daily time series Life High yield Widest trading range so far Subprime Crisis with spot FX complication Life Low yield Recent trading range 32

4.3.1 Trade based on Interest Rates View (e.g. rising) BIBOR term structure on Nov 2010 BIBOR term structure on Aug 2010 (3 month ago) Parallel shift being observed (may be due to more Economic Activities ) BIBOR term structure on May 2010 (6 month ago) BIBOR term structure on Nov 2009 (1 year ago) 33 4.3.2 Trade based on Interest Rates View (e.g. rising) Profit Price $ $95.95 $96 Price $ $96.000 Linear Price Yield Relationship $95.950 Linearly Implied Yield % 4% 4.05% Linearly Implied Yield % 4.000% Linearly Implied Yied curve Price $ At T date Term or Tenor or maturity Open to sell $96.000 Mar 4.050% Trading Plane Close to buy $95.950 3 day later Mar Linearly Implied Yield curve (T + 3 days) 34

4.3.3 Interest Rates indeed rises 3m BIBOR futures price falls Price $ Open to sell at $96.000 for Mar Close to buy at $95.950 at Trade, T date 3-day later Mar Initial Trade: open to sell at $96.000 After 3 days : close to buy at $95.950 Profits 35 4.3.4 How about THBFIX interest rates term structure? THBFIX interest rates term structure on Nov 2010 Inverted at this end Flattening after 3m tenor THBFIX interest rates term structure on Nov 2009 (1 year ago) 36

4.4.1 Riding the Yield Curve (Roll-down) As long as the forward interest rates curve remains upward sloping this is a possible strategy. Linearly Implied Yield % Linearly Implied Yied curve 1.800% Price $ At T date Term or Tenor or maturity Trading Plane Open to buy $98.200 Jun Linearly Implied Yield curve (T + 14 days) Close to sell $98.250 1.750% Term or Tenor or maturity 14 day later Jun 37 4.4.2 Riding the Yield Curve (Roll-down) Price $ Close to sell at $98.250 Open to buy at $98.200 for Jun at Trade, T date 14-day later Jun Initial Trade : open to buy at $98.200 After 14 days: close to sell at $98.250 Profits 38

4.5.1 Calendar Spread Trading with STIR futures Traders, who anticipate potential changes in the relative value of two different contracts, may employ a speculative trading strategy known as Calendar Spread Trading Linearly Implied Yield % Linearly Implied Yied curve 4.300% 4.000% Price $ At T date Term or Tenor or maturity Open to sell $96.000 Open to buy $95.700 Mar Jun 4.100% Linearly Implied Yield curve (T + 5 days) Trading Plane Close to buy Sell $95.750 4.250% Term or Tenor or maturity $95.900 5 day later Mar Jun 39 4.5.2 Calendar Spread Trading with STIR futures Price $ Open to sell at $96.000 for Mar Close to buy at $95.950 Close to sell at $95.750 Open to buy at $95.700 for Jun at Trade, T date 5-day later Mar Jun Initial Trade : open to sell at $96.000 open to buy at 95.700 After 5 days : close to buy at $95.900 close to sell at 95.750 Profits Profits 40

4.6.1 3m BIBOR and 6m THBFIX interest rates correlation analysis Suggestion: Basis Trade During positive correlation, borrow low & Lend high, unwind when correlation starts to drop towards zero. 90 day time frame 41 4.6.2 Suggestion: Basis Trades during known In-Sync period BIBOR term structure Lend high with 3m BIBOR or BIBID related instruments Suggestion: Basis Trade For normally upward sloping yield curves, during positive correlation, borrow low & lend high, unwind when correlation starts to drop towards zero. Mar Mar 3m BIBOR futures Jun 3m BIBOR futures 6m THBFIX i/r futures Sep Sep THBFIX interest rates term structure Borrow low with 6m THBFIX interest rates related instruments 42

4.7 Closely monitor Surprises or Disappointment over Economics Indicators 43 4.8 News that moves Financial Markets Up to 13 months of Historical News could be retrieved. 44

Analysis Studies 5.1.1 The Success Story of Australia (Futures) Exchanges 46

5.1.2 A Comparison STIR futures (yield based) 90d Bank Bill futures Bond futures (yield based) 3y Gov Bond futures 10y Gov Bond futures Successful, mainly because, the futures are embraced by the domestic markets. The futures are used actively as hedging tools by Aussie Corporations. STIR futures (yield based) 3m BIBOR futures 6m THBFIX interest rate futures Bond futures (price based) 5y Gov Bond futures 47 5.2.1 Which operation is preferred by your Central Bank? More or Less FX operations? Less or More Interest Rates operation? If More FX operation, apart from FX trading, you may want to consider FX-linked interest rates : 6 month THBFIX interest rate futures If More Interest Rates operation, Both 3-month BIBOR futures and 6-month THBFIX interest rate futures (related to THB IRS) activities will likely be more too. 48

5.2.2 49 5.3.1 How does your STIR behaves? THBFIX interest rates term structure Rate will fall, open to buy 6m THBFIX i/r futures Rate will rise, open to sell 6m THBFIX i/r futures How True? Is the probability distribution of interest rate Normal? That is, most of time (68%) stays between the distance of 1 standard deviation from the average interest rates (time series) 50

5.3.2 How does your STIR behaves? THBFIX interest rates term structure Rate will fall more often, more people will open to buy 6m THBFIX futures => Skewed Market. or Skew probability distribution? For example, more Resistance on interest rates rising and less Resistance on interest rates falling. 51 5.4 Economic Situation affects Supply & Demand of STIR futures Open Interests for STIR futures Notional amount for FRA Ease of Hedging and Speculation over OTC products Higher level of awareness and sensitivity but likely to decay with time. Usual level of activities Less and Delayed due to Negotiation and Subjected to Credit Limits Approval etc Normal s Crisis Recovery to Normal Stages OTC : Over The Counter financial product, for example, Forward Rate Agreement (FRA) 52

Application Examples 6.1 Use STIR futures to construct a Cost-of-Funding Curve A Zero Coupon Curve could be interpreted as a Cost-of-funding Curve. Zero Coupon Curve is an interest rate proxy because it 1. provides a continuous interest rates from T/N (Tom./Next) to, say 30 years. 2. is usually constructed using real time tradable liquid financial instruments. 3. is coupon-free, unburdened by frequency payments of coupons (e.g. quarterly, semi-annual payment frequency). 54

6.2 Zero-coupon Curve (Cost-of-Funding Curve) as Basic Engine Asset Swap Bond Calculator Caps, Floors & Collar Swap Pricer (IRS. CRS, CMS etc) ZC Builder Swaption Forward Rate Agreement (FRA) Currency Option 55 6.3 Thomson Reuters default THB Zero-coupon Curve Convexity unadjusted Interbank-rate-derived Zero-coupon Curve 56

6.4.1 Construct a Zero-coupon Curve from most liquid instruments Factors to consider if you would like to construct it yourself : 1. Liquidity (ease of hedging) 2. Real-time (e.g. Deposits, Libor Fixings, STIR futures, IRS etc) yield % (spot rates) Interbank-rate-derived Zero-coupon Curve from from Depo-rates STIR Futures or Implied Depos Term (maturity) from Interest Rate Swaps, IRS 57 6.4.2 Construction of your own Zero-coupon Curve with Reuters functions 58

6.5 Structured Products from STIR futures 3m BIBOR futures or 6m THBFIX futures + Deposits or + Others Par Swap or Synthetic Floating Rate Notes, FRN or Interest Rate Linked Structure Products 59 Process Efficiency

7.1 Evolution Stages New to the STIR futures Markets Pricing Methodology Next Stage Documented Process Hedging Approach Cost Effective Trading Strategies Efficiency etc Intelligence built-in (example : Algo Trading) etc 61 7.2 Thomson Reuters AUTEX Network Thomson Reuters Autex network is one of the world s largest networks that support trading of multiple markets and asset classes. The network provides you the connectivity to your global and regional brokers. Being a member of the network will allow you to access the broadest pool of liquidity and to trade with the largest community in the worlds. 62 62

7.3 RTEx Reuters Trading for Exchanges For those without a Seat in Exchanges to trade Interest Rate Futures, they can do trading via RTEx Broker. 3000Xtra or Eikon - RTEx Exchanges Exchanges Simply install an application AUTEX FIX AUTEX Network FIX 4.2 FIX-in FIX interface Host/OMS Unreleased Orders Released Orders Host/OMS FIX interface FIX-out RTEx Broker Simple arrangement 63 63 7.4 Trading out of 3000Xtra or Eikon (Market Data Terminal) 64 64

7.5 RTEx Trading Ticket Go for your preferred Broker with/without Algorithmic Trading An example of Algo Trading is trading based on optimising VWAP (Volume Weight Average Price, low on Buy & high on Sell) Order Book reflects Market Depth (in this example, presented in ladder format) Blotter : A record of trades and the details of the trades made over a period of time. 65 65 8. Conclusion By presenting 1. financial instruments (example: 3m BIBOR & 6m THBFIX futures) 2. method to price (example: time value of money) 3. hedging examples (example: protect against rise of interest rates) 4. trading strategies (example: Calendar Spread Trading) 5. Economic analysis and understanding Central Bank policy 6. cost-of-funding curve construction (example: Zero-coupon curve) 7. process efficiency for trades effectiveness and deals management We attempt to help you understand the Risk and Rewards embedded-in and appreciate the Hedging and Speculation aspects of the 3m BIBOR and 6m THBFIX interest rate futures. 66

Any Questions? 67 Christmas Gifts for you Drop me an email (vincent.chia@thomsonreuters.com) for soft copy or to request for free subscription of : 1. Reuters Insider (web-based News in Video Format for Internet Explorer, iphone/ipad, Blackberr 2. The Day Ahead 3. Insider Debt 4. The Morning Benchmark 68

Reuters Insider ( News in video format ) for professionals 69 Steps Thailand is taking to counter Hot Money? 70

Construction of Interbank-rate-derived Zero-coupon Curve (< 1 year) yield % (spot rates) Interbank-rate-derived Zero-coupon Curve SW Term (maturity) From Money Market, deposit ON = deposit TN =3.3%, deposit SW = 3.42% (ask) For Spot-week (SW) s ask using the Value of Money : (1 + s (1 + s S / W S / W %) %) Act Act 9 366 = 1 + = 1 + 1 ( deposito 360 / N 1 (3.3%) 1 360 + %) 1 + 1 360 1 ( depositt 360 (3.3%) 1 + / N %) 1 + 7 (3.42%) 360 7 ( deposits 360 / W %) s S / W = 3.499% $1*(1 + 3.499%) 9/366 -$1 O/N T/N S/W (Trade date+2d) + 7d in general 71 Construction of Interbank-rate-derived Zero-coupon Curve (1 ~ 2 years) yield % (spot rates) Interbank-rate-derived Zero-coupon Curve 1y Term (maturity) From Money Market, deposit ON = deposit TN =3.3%, deposit 9m = 4.09% (ask) Eurodollar futures mid price = ED 9m to 1y (mid) = USD 95.6 using Value of Money : (1 + s %) 1Y (1 + s %) 1Y Act Act 366 366 = 1 + = 1 + 1 360 ( deposit ON, ask 1 (3.3%) 1 360 + %) 1 + 1 360 1 360 (3.3%) 1 + ( deposit TN, ask 274 (4.09%) 360 %) 1 + 1+ 274 ( deposit 360 90 360 9m, ask %) 1+ ( 95.6 0) 100 + 100 90 360 ( $ ED convex ) 100 9m to 1y, mid + 100 9m to 1y s 1Y = 4.256% ( 0 convex < convex ) 1Y _ or _ below beyond _1Y $1*(1 + 4.256%) 366/366 -$1 O/N T/N 9m 90d (Trade date+2d) + 366d in general 72

Construction of Interbank-rate-derived Zero-coupon Curve (> 2 years) yield % (spot rates) Cashflows 4.256% 4.468% Interbank-rate-derived Zero-coupon Curve $4.49 $4.49 $(4.49+100) 1y 2y 3y Term 1y 2y 3y Given fixed rate for mid IRS 3 year (mid) = 4.49% or $4.49 for notional of $100 Behave like a 3 year par Bond, $ 100 = (1 + $ 4.49 4.256 %) 1 + (1 + $ 4.49 4.468 %) 2 + $( 4.49 (1 + s + 100 %) 3 y 3 ) s 3 y = 4.494 % This conditions holds only if the payment schedule is the same as the LIBOR benchmark used & the swap starts on Spot Date. 73 Convexity Bias (adjustment) for STIR futures Price $ Average Price of an STIR futures Unadj. Implied yield 0.290 Implied Yield% Adj. implied yield 0.2919 The STIR futures pays us at the time we borrow, but we do pay interest until the loan matures, 90 days hence. Since we have time to earn interest on the change in the value of the contract. 74

Convexity Bias (adjustment) for STIR futures Typically, a convexity adjustment is made to convert implied yield from STIR futures into forward interest rates. For short maturities (up to one year), the linearly implied yield from STIR futures can be assumed to be the same as the corresponding forward interest Rate. But for longer maturities, the difference between futures and forward contracts become important when interest rates vary unpredictably. 75