def test_bdt_bermudan_exercise():
    fixed_leg_type = SwapTypes.PAY
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_pay = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_rec = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    sigma = 0.00001
    model = BDTTree(sigma, num_time_steps)

    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    assert round(valuePay, 4) == 6313.5155

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    assert valueRec == 0.0

    sigma = 0.20
    model = BDTTree(sigma, num_time_steps)

    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    assert round(valuePay, 4) == 19446.0956

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    assert round(valueRec, 4) == 13256.8421
def test_bk_bermudan_exercise():
    fixed_leg_type = SwapTypes.PAY
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_pay = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_rec = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    # Used BK with constant short-rate volatility
    sigma = 0.000001
    a = 0.01
    model = BKTree(sigma, a, num_time_steps)

    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    assert round(valuePay, 4) == 6313.7455

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    assert valueRec == 0.0

    # Used BK with constant short-rate volatility
    sigma = 0.20
    a = 0.01
    model = BKTree(sigma, a, num_time_steps)

    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    assert round(valuePay, 4) == 19175.5406

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    assert round(valueRec, 4) == 12956.6057
def test_hw_bermudan_exercise():
    fixed_leg_type = SwapTypes.PAY
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_pay = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_rec = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    sigma = 0.000001
    a = 0.01
    model = HWTree(sigma, a, num_time_steps)

    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    assert round(valuePay, 4) == 6353.3815

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    assert valueRec == 0.0

    sigma = 0.01
    a = 0.01
    model = HWTree(sigma, a, num_time_steps)

    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    assert round(valuePay, 4) == 16609.3646

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    assert round(valueRec, 4) == 10406.4558
Exemplo n.º 4
0
def test_IborBermudanSwaptionBKModel():
    """ Replicate examples in paper by Leif Andersen which can be found at
    file:///C:/Users/Dominic/Downloads/SSRN-id155208.pdf """

    valuation_date = Date(1, 1, 2011)
    settlement_date = valuation_date
    exercise_date = settlement_date.add_years(1)
    swapMaturityDate = settlement_date.add_years(4)

    swapFixedCoupon = 0.060
    swapFixedFrequencyType = FrequencyTypes.SEMI_ANNUAL
    swapFixedDayCountType = DayCountTypes.ACT_365F

    libor_curve = DiscountCurveFlat(valuation_date, 0.0625,
                                    FrequencyTypes.SEMI_ANNUAL,
                                    DayCountTypes.ACT_365F)

    fwdPAYSwap = IborSwap(exercise_date, swapMaturityDate, SwapTypes.PAY,
                          swapFixedCoupon, swapFixedFrequencyType,
                          swapFixedDayCountType)

    fwdSwapValue = fwdPAYSwap.value(settlement_date, libor_curve, libor_curve)

    testCases.header("LABEL", "VALUE")
    testCases.print("FWD SWAP VALUE", fwdSwapValue)

    # fwdPAYSwap.print_fixed_leg_pv()

    # Now we create the European swaptions
    fixed_leg_type = SwapTypes.PAY
    europeanSwaptionPay = IborSwaption(settlement_date, exercise_date,
                                       swapMaturityDate, fixed_leg_type,
                                       swapFixedCoupon, swapFixedFrequencyType,
                                       swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    europeanSwaptionRec = IborSwaption(settlement_date, exercise_date,
                                       swapMaturityDate, fixed_leg_type,
                                       swapFixedCoupon, swapFixedFrequencyType,
                                       swapFixedDayCountType)

    ###########################################################################
    ###########################################################################
    ###########################################################################
    # BLACK'S MODEL
    ###########################################################################
    ###########################################################################
    ###########################################################################

    testCases.banner("======= ZERO VOLATILITY ========")
    model = Black(0.0000001)
    testCases.print("Black Model", model._volatility)

    valuePay = europeanSwaptionPay.value(settlement_date, libor_curve, model)
    testCases.print("EUROPEAN BLACK PAY VALUE ZERO VOL:", valuePay)

    valueRec = europeanSwaptionRec.value(settlement_date, libor_curve, model)
    testCases.print("EUROPEAN BLACK REC VALUE ZERO VOL:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner("======= 20%% BLACK VOLATILITY ========")

    model = Black(0.20)
    testCases.print("Black Model", model._volatility)

    valuePay = europeanSwaptionPay.value(settlement_date, libor_curve, model)
    testCases.print("EUROPEAN BLACK PAY VALUE:", valuePay)

    valueRec = europeanSwaptionRec.value(settlement_date, libor_curve, model)
    testCases.print("EUROPEAN BLACK REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    ###########################################################################
    ###########################################################################
    ###########################################################################
    # BK MODEL
    ###########################################################################
    ###########################################################################
    ###########################################################################

    testCases.banner("=======================================================")
    testCases.banner("=======================================================")
    testCases.banner("==================== BK MODEL =========================")
    testCases.banner("=======================================================")
    testCases.banner("=======================================================")

    testCases.banner("======= 0% VOLATILITY EUROPEAN SWAPTION BK MODEL ======")

    # Used BK with constant short-rate volatility
    sigma = 0.000000001
    a = 0.01
    num_time_steps = 100
    model = BKTree(sigma, a, num_time_steps)

    valuePay = europeanSwaptionPay.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN BK PAY VALUE:", valuePay)

    valueRec = europeanSwaptionRec.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN BK REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner(
        "======= 20% VOLATILITY EUROPEAN SWAPTION BK MODEL ========")

    # Used BK with constant short-rate volatility
    sigma = 0.20
    a = 0.01
    model = BKTree(sigma, a, num_time_steps)

    testCases.banner("BK MODEL SWAPTION CLASS EUROPEAN EXERCISE")

    valuePay = europeanSwaptionPay.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN BK PAY VALUE:", valuePay)

    valueRec = europeanSwaptionRec.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN BK REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    ###########################################################################

    # Now we create the Bermudan swaptions but only allow European exercise
    fixed_leg_type = SwapTypes.PAY
    exercise_type = FinExerciseTypes.EUROPEAN

    bermudan_swaption_pay = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    exercise_type = FinExerciseTypes.EUROPEAN

    bermudan_swaption_rec = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    testCases.banner(
        "======= 0% VOLATILITY BERMUDAN SWAPTION EUROPEAN EXERCISE BK MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.000001
    a = 0.01
    model = BKTree(sigma, a, num_time_steps)

    testCases.banner("BK MODEL BERMUDAN SWAPTION CLASS EUROPEAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BK PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BK REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner(
        "======= 20% VOLATILITY BERMUDAN SWAPTION EUROPEAN EXERCISE BK MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.2
    a = 0.01
    model = BKTree(sigma, a, num_time_steps)

    testCases.banner("BK MODEL BERMUDAN SWAPTION CLASS EUROPEAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BK PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BK REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    ###########################################################################
    # Now we create the Bermudan swaptions but allow Bermudan exercise
    ###########################################################################

    fixed_leg_type = SwapTypes.PAY
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_pay = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_rec = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    testCases.banner(
        "======= ZERO VOLATILITY BERMUDAN SWAPTION BERMUDAN EXERCISE BK MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.000001
    a = 0.01
    model = BKTree(sigma, a, num_time_steps)

    testCases.banner("BK MODEL BERMUDAN SWAPTION CLASS BERMUDAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BK PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BK REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner(
        "======= 20% VOLATILITY BERMUDAN SWAPTION BERMUDAN EXERCISE BK MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.20
    a = 0.01
    model = BKTree(sigma, a, num_time_steps)

    testCases.banner("BK MODEL BERMUDAN SWAPTION CLASS BERMUDAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BK PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BK REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    ###########################################################################
    ###########################################################################
    ###########################################################################
    # BDT MODEL
    ###########################################################################
    ###########################################################################
    ###########################################################################

    testCases.banner("=======================================================")
    testCases.banner("=======================================================")
    testCases.banner("======================= BDT MODEL =====================")
    testCases.banner("=======================================================")
    testCases.banner("=======================================================")

    testCases.banner("====== 0% VOLATILITY EUROPEAN SWAPTION BDT MODEL ======")

    # Used BK with constant short-rate volatility
    sigma = 0.00001
    num_time_steps = 200
    model = BDTTree(sigma, num_time_steps)

    valuePay = europeanSwaptionPay.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN BDT PAY VALUE:", valuePay)

    valueRec = europeanSwaptionRec.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN BDT REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner("===== 20% VOLATILITY EUROPEAN SWAPTION BDT MODEL ======")

    # Used BK with constant short-rate volatility
    sigma = 0.20
    a = 0.01
    model = BDTTree(sigma, num_time_steps)

    testCases.banner("BDT MODEL SWAPTION CLASS EUROPEAN EXERCISE")

    valuePay = europeanSwaptionPay.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN BDT PAY VALUE:", valuePay)

    valueRec = europeanSwaptionRec.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN BDT REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    ###########################################################################

    # Now we create the Bermudan swaptions but only allow European exercise
    fixed_leg_type = SwapTypes.PAY
    exercise_type = FinExerciseTypes.EUROPEAN

    bermudan_swaption_pay = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    bermudan_swaption_rec = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    testCases.banner(
        "======= 0% VOLATILITY BERMUDAN SWAPTION EUROPEAN EXERCISE BDT MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.000001
    model = BDTTree(sigma, num_time_steps)

    testCases.banner("BK MODEL BERMUDAN SWAPTION CLASS EUROPEAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner(
        "======= 20% VOLATILITY BERMUDAN SWAPTION EUROPEAN EXERCISE BDT MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.2
    model = BDTTree(sigma, num_time_steps)

    testCases.banner("BDT MODEL BERMUDAN SWAPTION CLASS EUROPEAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    ###########################################################################
    # Now we create the Bermudan swaptions but allow Bermudan exercise
    ###########################################################################

    fixed_leg_type = SwapTypes.PAY
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_pay = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    bermudan_swaption_rec = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    testCases.banner(
        "======= ZERO VOLATILITY BERMUDAN SWAPTION BERMUDAN EXERCISE BDT MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.000001
    a = 0.01
    model = BDTTree(sigma, num_time_steps)

    testCases.banner("BK MODEL BERMUDAN SWAPTION CLASS BERMUDAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner(
        "======= 20% VOLATILITY BERMUDAN SWAPTION BERMUDAN EXERCISE BDT MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.20
    a = 0.01
    model = BDTTree(sigma, num_time_steps)

    #    print("BDT MODEL BERMUDAN SWAPTION CLASS BERMUDAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    ###########################################################################
    ###########################################################################
    ###########################################################################
    # BDT MODEL
    ###########################################################################
    ###########################################################################
    ###########################################################################

    testCases.banner("=======================================================")
    testCases.banner("=======================================================")
    testCases.banner("======================= HW MODEL ======================")
    testCases.banner("=======================================================")
    testCases.banner("=======================================================")

    testCases.banner("====== 0% VOLATILITY EUROPEAN SWAPTION HW MODEL ======")

    sigma = 0.0000001
    a = 0.1
    num_time_steps = 200
    model = HWTree(sigma, a, num_time_steps)

    valuePay = europeanSwaptionPay.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN HW PAY VALUE:", valuePay)

    valueRec = europeanSwaptionRec.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN HW REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner("===== 20% VOLATILITY EUROPEAN SWAPTION BDT MODEL ======")

    # Used BK with constant short-rate volatility
    sigma = 0.01
    a = 0.01
    model = HWTree(sigma, a, num_time_steps)

    testCases.banner("HW MODEL SWAPTION CLASS EUROPEAN EXERCISE")

    valuePay = europeanSwaptionPay.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN HW PAY VALUE:", valuePay)

    valueRec = europeanSwaptionRec.value(valuation_date, libor_curve, model)
    testCases.print("EUROPEAN HW REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    ###########################################################################

    # Now we create the Bermudan swaptions but only allow European exercise
    fixed_leg_type = SwapTypes.PAY
    exercise_type = FinExerciseTypes.EUROPEAN

    bermudan_swaption_pay = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    bermudan_swaption_rec = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    testCases.banner(
        "======= 0% VOLATILITY BERMUDAN SWAPTION EUROPEAN EXERCISE HW MODEL ========"
    )

    sigma = 0.000001
    model = HWTree(sigma, a, num_time_steps)

    testCases.banner("BK MODEL BERMUDAN SWAPTION CLASS EUROPEAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner(
        "======= 100bp VOLATILITY BERMUDAN SWAPTION EUROPEAN EXERCISE HW MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.01
    model = HWTree(sigma, a, num_time_steps)

    testCases.banner("BDT MODEL BERMUDAN SWAPTION CLASS EUROPEAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN BDT REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    ###########################################################################
    # Now we create the Bermudan swaptions but allow Bermudan exercise
    ###########################################################################

    fixed_leg_type = SwapTypes.PAY
    exercise_type = FinExerciseTypes.BERMUDAN

    bermudan_swaption_pay = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    fixed_leg_type = SwapTypes.RECEIVE
    bermudan_swaption_rec = IborBermudanSwaption(
        settlement_date, exercise_date, swapMaturityDate, fixed_leg_type,
        exercise_type, swapFixedCoupon, swapFixedFrequencyType,
        swapFixedDayCountType)

    testCases.banner(
        "======= ZERO VOLATILITY BERMUDAN SWAPTION BERMUDAN EXERCISE HW MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.000001
    a = 0.01
    model = HWTree(sigma, a, num_time_steps)

    testCases.banner("HW MODEL BERMUDAN SWAPTION CLASS BERMUDAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN HW PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN HW REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)

    testCases.banner(
        "======= 100bps VOLATILITY BERMUDAN SWAPTION BERMUDAN EXERCISE HW MODEL ========"
    )

    # Used BK with constant short-rate volatility
    sigma = 0.01
    a = 0.01
    model = HWTree(sigma, a, num_time_steps)

    testCases.banner("HW MODEL BERMUDAN SWAPTION CLASS BERMUDAN EXERCISE")
    valuePay = bermudan_swaption_pay.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN HW PAY VALUE:", valuePay)

    valueRec = bermudan_swaption_rec.value(valuation_date, libor_curve, model)
    testCases.print("BERMUDAN HW REC VALUE:", valueRec)

    payRec = valuePay - valueRec
    testCases.print("PAY MINUS RECEIVER :", payRec)