From 9f666538c3434f7623192a58ce87cf77aaf06370 Mon Sep 17 00:00:00 2001 From: Greg Pomerantz Date: Sun, 30 Aug 2026 13:27:41 -0400 Subject: [PATCH] Add CASH axis: money-market/cash-equivalents as a return driver A fund's yield is a near-constant in return space, so OLS puts it in the intercept (alpha_ann), not in the shv/bil betas (which only measure rate-CHANGE sensitivity). Cash funds therefore showed no dominant driver. - factors: cash_yield() (shv trailing-1y total return = local stand-in for the 13-wk T-bill / 0-3m Treasury index), AXES = DRIVERS + ['cash'] (alpha_ann / cash_yield, 1.0 = earns the cash rate); a display/clustering axis, not a regressor. - cluster: cash column in the loading matrix; k-means distances use the cash-2x-emphasized matrix (a pure cash fund's level axis was otherwise swallowed by the low-exposure cloud); labels use raw values; label() cash-aware (0.25 threshold, 1.5x runner-up). - app: cluster view over AXES with the emphasized distance. The 331-fund 'no dominant driver' grab-bag now splits into 'cash (yield) +0.64' (n=187, MM + ultra-short) and 'cash (yield) +1.26' (n=59 pure). 123/123 tests. --- app.py | 10 +++++--- fundlab/RESEARCH.md | 48 +++++++++++++++++++++++++++++++++++++ fundlab/cluster.py | 48 +++++++++++++++++++++++++++++++------ fundlab/cluster_kmeans.json | 2 +- fundlab/cluster_tree.json | 2 +- fundlab/factors.py | 23 ++++++++++++++++++ fundlab/server_watchdog.log | 2 ++ 7 files changed, 123 insertions(+), 12 deletions(-) diff --git a/app.py b/app.py index 82c21a7..0e5decb 100644 --- a/app.py +++ b/app.py @@ -691,7 +691,11 @@ with tab_fundlab: _syms, _V = _cl.loading_matrix() _fr = json.loads((_dc.RESULTS.parent / "factor_results.json").read_text()) - _lab = _cl.kmeans(_V, _ck) + # distance on the cash-emphasized matrix (a pure cash fund's + # level axis is otherwise swallowed by the low-exposure cloud); + # labels below use the raw _V values + _lab = _cl.kmeans(_cl.emphasized(_V, _fac.AXES.index("cash")), + _ck) _sumrows = [] for c in range(_ck): idx = [i for i, l in enumerate(_lab) if l == c] @@ -699,7 +703,7 @@ with tab_fundlab: continue med = _np.median(_V[idx], 0) top = _np.argsort(-_np.abs(med))[:4] - prof = {_fac.DRIVERS[t]: float(med[t]) for t in top + prof = {_fac.AXES[t]: float(med[t]) for t in top if abs(med[t]) >= 0.08} lab = _cl.label(prof) t5s = [_fr[_syms[i]].get("alpha_t_5y") for i in idx] @@ -736,7 +740,7 @@ with tab_fundlab: continue med = _np.median(_V[idx], 0) top = _np.argsort(-_np.abs(med))[:4] - prof = {_fac.DRIVERS[t]: float(med[t]) for t in top + prof = {_fac.AXES[t]: float(med[t]) for t in top if abs(med[t]) >= 0.08} if _cl.label(prof) == _target: _members = [(i, idx[0]) for i in idx] diff --git a/fundlab/RESEARCH.md b/fundlab/RESEARCH.md index e7886e4..b20c93f 100644 --- a/fundlab/RESEARCH.md +++ b/fundlab/RESEARCH.md @@ -933,3 +933,51 @@ the overnight screen and had exited with it. **App:** Fund Lab tab shows the CEF shortlist table (character actual-vs-model flag, discount, 5y, vol, scenarios, tenders, score). + +### CASH axis: money-market / cash-equivalent funds as a driver + +**Problem:** money-market and ultra-short funds fell into the "no +dominant driver" cluster. There WAS a cash sleeve (shv; bil was dropped +from the regression for shv/bil collinearity), but cash funds still +didn't load on it: a fund's yield is a near-CONSTANT in return space, +so OLS puts it in the INTERCEPT (alpha_ann), not in any beta. shv/bil +betas only measure the response to rate CHANGES — tiny for cash-like +funds. Evidence: qcmmrx (Money Market Account) had shv 0.13, bil 0.12, +R² 0.08, but alpha_ann 1.91%/yr = the average cash level over its +history. + +**Benchmark:** the canonical cash benchmark is the 13-week T-bill / +0-3m Treasury index (SIXM). Local stand-ins: shv/sgov/bil/gbil +total-return (Adj Close), trailing 1y ≈ 3.7% in the current regime. + +**Fix (factors.py + cluster.py + app.py):** +- `factors.cash_yield()`: shv trailing-1y total return (fallback sgov, + bil) — the normalizer. +- `factors.AXES = DRIVERS + ["cash"]`: a VIRTUAL cash axis per fund = + alpha_ann / cash_yield (1.0 = "earns the cash rate"), from the full + window (rec5 fallback when the row falls back to rec5). It is a + clustering/display axis, NOT a regressor (the level is already in + the intercept; regressing on a constant is collinear by design). +- `cluster.loading_matrix()` appends the cash column (winsorized ±4 + like the betas). SLEEVE_NAME["cash"] = "cash (yield)". +- `cluster.emphasized(V)`: the cash axis is a LEVEL, not a sensitivity + — in raw Euclidean space a pure cash fund (0,...,0,~0.5) sits inside + the low-exposure balanced/target-date cloud and k-means swallows it. + K-means (app + run_kmeans) runs on the cash-2x-emphasized matrix; + LABELS still use the raw values. The hclust tree stays raw. +- `cluster.label()`: cash-aware — the median cash in a mixed + low-exposure cluster is diluted, so cash counts as the driver at + >=0.25 (vs 0.30 for betas) and must be >=1.5x the runner-up. + +**Result (k=30):** the grab-bag 331-fund "no dominant driver" cluster +splits into "cash (yield) +0.64" (n=187: qcmmrx + the ultra-short +government/bond funds), "cash (yield) +1.26" (n=59 pure), and the +genuinely balanced remainder. 637 funds now have CASH as their +dominant axis (>=0.30 and > every beta) — mostly the short-duration +complex, which is correct: their return IS mostly the coupon level. + +**Note:** the machine rebooted during this work (12:50) — it silently +kills nohup'd processes (the CEF batch and the first watchdog both +died that way; the batch was resumable so no data was lost). +server_watchdog.sh had to be relaunched manually; consider a +boot-time starter (systemd/cron @reboot) if reboots repeat. diff --git a/fundlab/cluster.py b/fundlab/cluster.py index c7d230b..f121d81 100644 --- a/fundlab/cluster.py +++ b/fundlab/cluster.py @@ -30,7 +30,7 @@ HERE = Path(__file__).parent RESULTS = HERE / "factor_results.json" TREE = HERE / "cluster_tree.json" KMEANS = HERE / "cluster_kmeans.json" -from fundlab.factors import DRIVERS # noqa: E402 +from fundlab.factors import AXES, DRIVERS, cash_yield # noqa: E402 def log(msg: str) -> None: @@ -39,6 +39,7 @@ def log(msg: str) -> None: def loading_matrix() -> tuple[list[str], np.ndarray]: d = json.loads(RESULTS.read_text()) + yld = cash_yield() syms, rows = [], [] for sym, v in d.items(): # full window preferred; funds without 250 complete-case rows @@ -50,6 +51,13 @@ def loading_matrix() -> tuple[list[str], np.ndarray]: continue row = np.array([f["betas"].get(s, 0.0) or 0.0 for s in DRIVERS], dtype=float) + # virtual CASH axis: the fund's intercept (annualized alpha) is + # its yield capture - for a cash fund that IS the exposure, + # because OLS puts a near-constant yield level in the intercept + # rather than in the (small) shv/bil slope. Normalize by the + # recent cash yield so 1.0 == "earns the cash rate". + alpha = f.get("alpha_ann") + row = np.append(row, (alpha / yld if alpha is not None and yld else 0.0)) # winsorize at +/-4: everything beyond that is an OLS noise fit # (R2 ~ 0.01, |t| < 2 - e.g. fyhtx shv +63.8), never a real # exposure (no open-end fund runs 400% of a sleeve) @@ -120,7 +128,7 @@ def cluster_means(syms: list[str], V: np.ndarray, idx = [i for i, s in assign.items() if s == c] med = np.median(V[idx], axis=0) top = np.argsort(-np.abs(med))[:4] - prof = {DRIVERS[t]: float(med[t]) for t in top + prof = {AXES[t]: float(med[t]) for t in top if abs(med[t]) >= 0.05} out.append({"n": len(idx), "top": prof, "syms": [syms[i] for i in idx]}) @@ -140,15 +148,41 @@ SLEEVE_NAME = { "xlv": "healthcare", "xlp": "staples", "xlu": "utilities", "xly": "consumer disc", "xlb": "materials", "dbmf": "CTA/futures", "dbb": "commodities", + "cash": "cash (yield)", } +# the CASH axis is a yield LEVEL (alpha/cash-yield, 1.0 = earns the cash +# rate), not a return SENSITIVITY like the betas. In raw Euclidean space a +# pure cash fund (0,...,0,~0.5) sits inside the cloud of low-exposure +# balanced/target-date funds and k-means swallows it. Emphasize the axis +# for DISTANCE only (labels still use the raw values). +CASH_EMPHASIS = 2.0 + + +def emphasized(V: np.ndarray, ci: int) -> np.ndarray: + W = V.copy() + W[:, ci] *= CASH_EMPHASIS + return W + def label(prof: dict) -> str: # a real driver shows up as >=0.3 on a median loading; below that the - # cluster is balanced mixes with no single dominant driver - if not prof or max(abs(v) for v in prof.values()) < 0.30: + # cluster is balanced mixes with no single dominant driver. The CASH + # axis is a level, not a beta: in a mixed low-exposure cluster the + # median cash is diluted, so it gets a slightly lower threshold and + # must clearly beat the runner-up to count as THE driver. + if not prof: return "no dominant driver (balanced/idio)" names = sorted(prof, key=lambda s: -abs(prof[s])) + top_s, top_v = names[0], prof[names[0]] + runner = abs(prof[names[1]]) if len(names) > 1 else 0.0 + if top_s == "cash": + if top_v >= 0.25 and top_v >= 1.5 * runner: + return " + ".join(f"{SLEEVE_NAME.get(s, s)} {prof[s]:+.2f}" + for s in names[:3]) + return "no dominant driver (balanced/idio)" + if abs(top_v) < 0.30: + return "no dominant driver (balanced/idio)" return " + ".join(f"{SLEEVE_NAME.get(s, s)} {prof[s]:+.2f}" for s in names[:3]) @@ -182,7 +216,7 @@ def kmeans(V: np.ndarray, k: int, seed: int = 0, def run_kmeans(k: int = 30) -> dict: syms, V = loading_matrix() - lab = kmeans(V, k) + lab = kmeans(emphasized(V, AXES.index("cash")), k) out: dict[int, dict] = {} for c in range(k): idx = [i for i, l in enumerate(lab) if l == c] @@ -190,7 +224,7 @@ def run_kmeans(k: int = 30) -> dict: continue med = np.median(V[idx], axis=0) top = np.argsort(-np.abs(med))[:4] - prof = {DRIVERS[t]: float(med[t]) for t in top + prof = {AXES[t]: float(med[t]) for t in top if abs(med[t]) >= 0.08} out[c] = {"n": len(idx), "top": prof, "label": label(prof), "syms": [syms[i] for i in idx]} @@ -203,7 +237,7 @@ def run() -> None: log(f"cluster: {len(syms)} funds x {V.shape[1]} drivers") merges = hclust(V) TREE.write_text(json.dumps({"syms": syms, "merges": merges, - "n": len(syms), "sleeves": DRIVERS})) + "n": len(syms), "sleeves": AXES})) log(f"hierarchical tree written in {time.time() - t0:.0f}s -> {TREE.name}") # NOTE: fixed-k cuts of the tree peel small pure-sleeve clusters off a # giant blend blob (most funds are multi-sleeve mixes) - the useful diff --git a/fundlab/cluster_kmeans.json b/fundlab/cluster_kmeans.json index 41a77d5..1e98941 100644 --- a/fundlab/cluster_kmeans.json +++ b/fundlab/cluster_kmeans.json @@ -1 +1 @@ -{"k": 30, "clusters": {"0": {"n": 115, "top": {"vtv": 0.5344979791095813, "iwm": 0.08000652396797117}, "label": "US value +0.53 + US small +0.08", "syms": ["abvax", "aceix", "acgix", "acmvx", "acstx", "alvix", "amrmx", "auiax", "brudx", "cabdx", "cdazx", "cfvlx", "czmvx", "dagvx", "dcuax", "ddvax", "dhlax", "dura", "eafvx", "eatvx", "ehstx", "evtmx", "fafdx", "feqtx", "fginx", "fidsx", "fiiax", "fisex", "flpsx", "fmiex", "fndb", "frbsx", "fsrbx", "fstkx", "fvdfx", "gabvx", "hiadx", "iautx", "indzx", "inutx", "ivoax", "jdvwx", "jmvsx", "jvmrx", "kbwb", "kdhax", "laffx", "lavlx", "lbsax", "ldfvx", "mapax", "mbovx", "meikx", "mvcax", "mveix", "nbrvx", "nseix", "oalvx", "onev", "oney", "parwx", "peyax", "pgrnx", "pjiax", "pneax", "prfdx", "pyvsx", "rdccx", "rous", "rpgix", "ryawx", "rykix", "rymix", "rypix", "rywwx", "ryzax", "sgidx", "sgmax", "slvax", "spqax", "sprax", "spvm", "spyd", "spyv", "sshfx", "suvax", "tavfx", "tebix", "tedix", "tesix", "tilcx", "tmvix", "tqccx", "tqmvx", "trmcx", "trmvx", "trvlx", "tvlax", "twvlx", "vadcx", "veirx", "vgwlx", "vhcox", "vhyax", "vinax", "vmvix", "vmvlx", "vnvax", "vpccx", "vpmcx", "vviax", "vvoax", "vwnex", "vymqx", "xcem"]}, "1": {"n": 34, "top": {"shv": 1.1896570445234786, "vwo": 0.6393878552410488, "vtv": 0.4683030260432511, "shy": 0.18697632121911237}, "label": "cash/ultra-short +1.19 + EM equity +0.64 + US value +0.47", "syms": ["asiax", "bgehx", "crihx", "eemx", "emsqx", "esge", "felax", "feqmx", "fhumx", "fvilx", "gegax", "gtddx", "iemfx", "lcsmx", "masgx", "mefix", "nesgx", "nmmex", "nsmax", "pfslx", "pgeix", "prasx", "prijx", "prmsx", "prscx", "rpfix", "rypnx", "rysix", "sbhex", "spmo", "tedmx", "temux", "tmcpx", "umemx"]}, "2": {"n": 27, "top": {"ivv": 1.0602657217765217, "vtv": -0.6697430984487719, "shv": -0.5685357071085674, "qqq": 0.2451799458000863}, "label": "US large blend +1.06 + US value -0.67 + cash/ultra-short -0.57", "syms": ["alarx", "algrx", "amcpx", "chusx", "comax", "czmgx", "dtlgx", "ealcx", "fcntx", "ftrnx", "jsgtx", "lfgcx", "lmgax", "pjgrx", "plbex", "prmtx", "provx", "pstax", "qcgrrx", "ryttx", "specx", "tfoax", "tlgqx", "urlgx", "vallx", "vmgax", "vtcax"]}, "3": {"n": 19, "top": {"shv": 4.0, "vwo": 0.7698616847127411, "shy": -0.6823701911650928, "vweax": 0.2490357173620652}, "label": "cash/ultra-short +4.00 + EM equity +0.77 + short T 1-3y -0.68", "syms": ["aceyx", "aveax", "bciix", "bgcbx", "brkax", "cemvx", "cnxt", "eemgx", "fhkax", "ipoyx", "ivinx", "iysyx", "javax", "pdeax", "piefx", "ryilx", "ryjsx", "tcelx", "ticix"]}, "4": {"n": 47, "top": {"iwm": 0.8079127855942192, "shv": -0.6605426139282252, "shy": 0.25323712121939995, "agg": 0.22310365807470847}, "label": "US small +0.81 + cash/ultra-short -0.66 + short T 1-3y +0.25", "syms": ["abasx", "alfyx", "ascgx", "ctagx", "czmsx", "dccax", "dcsvx", "fscdx", "ggmmx", "hiscx", "kscox", "lmiyx", "lmvyx", "mdyv", "oasgx", "pgoax", "pnsax", "prfz", "pslax", "pvivx", "pxsix", "qascx", "qasgx", "rebyx", "rosc", "rtssx", "ryavx", "rybhx", "rymdx", "rymkx", "ryrrx", "ryrux", "rywax", "scavx", "scrsx", "sscgx", "stmsx", "szcax", "tasvx", "vleox", "vscvx", "vysgx", "wmmax", "wwnpx", "xshq", "xsmo", "xsvm"]}, "5": {"n": 194, "top": {"shy": 0.4339131696465155, "vblix": 0.17733395205836316, "shv": -0.14250749644632654, "ief": 0.12113188665887319}, "label": "short T 1-3y +0.43 + vol (pure) +0.18 + cash/ultra-short -0.14", "syms": ["abdax", "abndx", "accnx", "acpsx", "acskx", "adfix", "aibax", "aldax", "amusx", "asbax", "augax", "avefx", "bagix", "bbcpx", "bcoix", "bgnmx", "bimix", "bracx", "bramx", "brasx", "cdcdx", "cfbnx", "cficx", "cfvax", "cgafx", "cldax", "cosix", "cptnx", "craix", "csdax", "csibx", "ctrzx", "dbicx", "dbmix", "dial", "dltrx", "dpcfx", "dstix", "ealdx", "etsix", "fcspx", "fdiax", "ffxsx", "fgcsx", "ficmx", "figkx", "fiifx", "fisax", "fkbax", "fkusx", "fkutx", "fmbpx", "fmsfx", "frstx", "fsvlx", "ftbfx", "ftgsx", "ftiax", "ftrfx", "fulax", "fusgx", "fxidx", "gildx", "hcrb", "hiabx", "icifx", "igncx", "iifax", "ipiix", "isfax", "jaflx", "jhhbx", "korp", "laplx", "lbndx", "lcrax", "ldcax", "libax", "liiax", "lprax", "lsbdx", "lsgbx", "ltrax", "lutax", "masax", "mbdfx", "mfbfx", "mfiox", "mgsix", "mgvax", "mllax", "mnrbx", "mqlix", "mrbkx", "mstbx", "naarx", "nbarx", "ncbgx", "ncbix", "ncicx", "nefrx", "nstrx", "oafix", "oakbx", "oakwx", "omfl", "owfix", "pbdix", "pbsmx", "pdbax", "pggix", "pgvax", "pincx", "pqcnx", "prcix", "prcpx", "prgmx", "prkax", "prpix", "prtix", "prwbx", "pxbix", "pysix", "qcbmrx", "rbbax", "rclax", "rctix", "rfayx", "rfbsx", "rfcyx", "rmhyx", "rmtbx", "rpsix", "sbstx", "scoax", "sdmax", "secpx", "segmx", "sginx", "sgvax", "shtix", "sidcx", "sigax", "siusx", "sldbx", "sngvx", "snidx", "snsax", "spti", "spubx", "stbax", "sziax", "taibx", "tcsgx", "tgrnx", "tibdx", "tisix", "tldtx", "tnshx", "tobax", "tpfix", "tpinx", "trbfx", "trhyx", "trlvx", "tsdjx", "tsdlx", "ttifx", "tunix", "twusx", "udbpx", "usgax", "vasix", "vbilx", "vbisx", "vbtlx", "vcorx", "vfidx", "vfijx", "vfirx", "vfiux", "vfsix", "vgsbx", "viitx", "vistx", "vkmgx", "vsgdx", "waarx", "wabmx", "wacpx", "watfx", "wbalx", "wefix", "wmbdx"]}, "6": {"n": 23, "top": {"shy": -0.7081773926994721, "agg": 0.6159697519868956, "shv": -0.24326070213441994, "vmbix": -0.21545298627240117}, "label": "short T 1-3y -0.71 + core bond (AGG) +0.62 + cash/ultra-short -0.24", "syms": ["aaiix", "bgeix", "eipix", "facnx", "fbnd", "gdxj", "inivx", "lvhd", "mlozx", "nanr", "owsmx", "pclrx", "pdhax", "pgjax", "pibax", "pishx", "prlax", "prpax", "rymsx", "rypmx", "slanx", "tramx", "vfmv"]}, "7": {"n": 6, "top": {"shv": 2.7481543950554164, "vwo": 0.356080104593328, "shy": 0.33277822593715056, "qqq": 0.2846896892238995}, "label": "cash/ultra-short +2.75 + EM equity +0.36 + short T 1-3y +0.33", "syms": ["dgeax", "evcgx", "fairx", "hciix", "ngcax", "spygx"]}, "8": {"n": 232, "top": {"ivv": 0.5886893442583128, "shy": 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"cenax", "cetfx", "cfagx", "cfbnx", "cfgrx", "cfiax", "cficx", "cfimx", "cfipx", "cfmox", "cfnlx", "cfrax", "cfsix", "cfvax", "cfvlx", "cgafx", "cgoax", "cgvyx", "chcgx", "chclx", "chtrx", "chusx", "cibr", "cigyx", "clazx", "cldax", "clmax", "clmpx", "cmaix", "cmgix", "cmgux", "cmiex", "cmvix", "cnsax", "cnxt", "coeax", "coiax", "colnx", "coltx", "comax", "cosix", "cpoax", "cppcx", "cptnx", "cpxax", "cracx", "craix", "crak", "creax", "crihx", "crsox", "csdax", "cseix", "csfax", "cshix", "cshtx", "csibx", "csmdx", "csmix", "csoax", "csrix", "csrsx", "cstax", "csuax", "csvax", "ctagx", "ctcax", "ctfax", "cthax", "ctlax", "ctrzx", "cugax", "cusex", "cwbfx", "cwgix", "cxhyx", "cybax", "czmgx", "czmsx", "czmvx", "dagvx", "davpx", "dbalx", "dbicx", "dbmix", "dboax", "dccax", "dcpyx", "dcsvx", "dcuax", "dddax", "ddfax", "ddiax", "ddvax", "dedax", "deeax", "deffx", "deggx", "delix", "demax", "deopx", "deqax", "dessx", "devlx", "dfac", "dfas", "dfat", "dfeox", "dffvx", "dflax", "dflex", "dfqtx", "dfrex", "dfstx", "dfsvx", "dfusx", "dfvex", "dgagx", "dgcax", "dgeax", "dglax", "dhgax", "dhlax", "dhmbx", "dhtax", "dial", "dibax", "difax", "diisx", "disax", "dissx", "ditex", "divhx", "dlhax", "dlqax", "dltrx", "dmcvx", "dmszx", "dmtfx", "dmuax", "dmusx", "dnlax", "dnldx", "dnmzx", "dodwx", "domix", "dpcfx", "dpiax", "dpltx", "dprex", "dqiax", "drcax", "drcvx", "dregx", "dreqx", "drevx", "drlix", "drnjx", "drrax", "dscpx", "dsibx", "dspix", "dstix", "dtcax", "dtgrx", "dtlgx", "dultx", "dura", "durpx", "dusa", "dvipx", "dvmhx", "dvrkx", "dvrux", "dvtax", "dwas", "dxhyx", "dxklx", "dxksx", "dxnlx", "eaalx", "eaamx", "eaasx", "eablx", "eacax", "eacox", "eacpx", "eadix", "eaeax", "eaemx", "eaerx", "eafgx", "eafhx", "eafvx", "eagmx", "eaiix", "eaisx", "ealbx", "ealcx", "ealdx", "ealtx", "eanax", "earax", "earrx", "eascx", "eatvx", "ebabx", "ebnd", "ebsax", "ecbsx", "ecctx", "ediax", "ediv", "eeiax", "eeldx", "eelv", "eemgx", "eemx", "efax", "egrix", "ehstx", "eigix", "eimgx", "einc", "eipcx", "eipix", "eitax", "eitex", "eivpx", "emaax", "emdax", "emlax", "emlc", "emoax", "emptx", "emrgx", "emsqx", "eniax", "epgax", "eqal", "eqnax", "eqwl", "erbax", "ergox", "erth", "eseax", "esge", "esgv", "eshix", "esmax", "espo", "etazx", "etegx", "etgax", "etgix", "ethix", "ethsx", "ethyx", "etmax", "etmbx", "etmdx", "etmnx", "etmox", "etncx", "etnjx", "etnyx", "etohx", "etorx", "etpax", "etsix", "ettgx", "etvax", "evcgx", "evfax", "evibx", "evifx", "evtmx", "evvcx", "exflx", "exmax", "exnax", "extgx", "facdx", "facfx", "facnx", "fafdx", "fafrx", "fagax", "fagix", "fairx", "famex", "fascx", "faztx", "fbdix", "fblax", "fbnd", "fbtax", "fcamx", "fceex", "fcenx", "fceux", "fcfgx", "fcfix", "fclax", "fcntx", "fcotx", "fcspx", "fcssx", "fcstx", "fcttx", "fcvsx", "fdbax", "fdcax", "fdegx", "fdetx", "fdgfx", "fdgrx", "fdiax", "fdivx", "fdmmx", "fdvax", "fedax", "felax", "femdx", "femgx", "feqmx", "feqtx", "feugx", "ffalx", "ffrsx", "ffsax", "fftfx", "ffxsx", "fgatx", "fgcsx", "fgfax", "fgiax", "fgilx", "fginx", "fgrax", "fgrix", "fgsax", "fgtax", "fgtix", "fgtzx", "fguax", "fhaix", "fhcox", "fhesx", "fhhix", "fhiix", "fhjux", "fhkax", "fhmix", "fhumx", "fhysx", "fhytx", "fhyvx", "fiasx", "fibpx", "ficgx", "ficmx", "ficnx", "fidpx", "fidsx", "fifnx", "figfx", "figkx", "figrx", "fihbx", "fiiax", "fiifx", "filfx", "fimyx", "fisax", "fiscx", "fisex", "fite", "fiusx", "fivlx", "fkasx", "fkbax", "fkcix", "fkdnx", "fkgrx", "fkinx", "fkitx", "fklax", "fknix", "fkrcx", "fkstx", "fktfx", "fktix", "fkusx", "fkutx", "fkytx", "flaax", "fldax", "flerx", "fljsx", "flncx", "flpsx", "flrex", "flrn", "fltdx", "fltfx", "fltmx", "fltr", "flvcx", "fmagx", "fmbpx", "fmcdx", "fmdcx", "fmdtx", "fmgix", "fmiex", "fmifx", "fmihx", "fmijx", "fmilx", "fmimx", "fminx", "fmisx", "fmitx", "fmndx", "fmoax", "fmotx", "fmsfx", "fmsgx", "fmtzx", "fmuax", "fmuux", "fncrx", "fndb", "fngax", "fniax", "fnmtx", "fnytx", "fobax", "focpx", "fohtx", "fopax", "fosfx", "fpjax", "fpntx", "fqchx", "fqtex", "fralx", "frbsx", "frcox", "frdax", "freex", "frfax", "frifx", "frlex", "frmox", "frnjx", "frorx", "frpax", "frsgx", "frstx", "frtsx", "frvax", "frvlx", "fsamx", "fsazx", "fscdx", "fsgrx", "fshix", "fslbx", "fsoax", "fspcx", "fsrbx", "fstbx", "fstkx", "fsvlx", "ftazx", "ftbfx", "ftcex", "ftcox", "ftczx", "ftfmx", "ftgax", "ftgsx", "ftiax", "ftlax", "ftnyx", "ftoix", "ftorx", "ftrax", "ftrcx", "ftrfx", "ftrnx", "ftrtx", "ftsd", "fttax", "fttmx", "fulax", "fusgx", "fusix", "fvatx", "fvdfx", "fvilx", "fvrmx", "fwiax", "fwwfx", "fxctx", "fxidx", "fxncx", "fyhtx", "gaaex", "gaawx", "gabcx", "gabvx", "gagax", "gaigx", "gaiox", "gatax", "gauax", "gbcix", "gblax", "gbonx", "gcaex", "gcasx", "gcblx", "gcecx", "gceqx", "gcinx", "gcpax", "gdxj", "gegax", "geosx", "ggbfx", "ggcax", "gghcx", "gglix", "ggmmx", "gibax", "gifax", "gijax", "gildx", "giocx", "giyix", "gldax", "glnax", "glrbx", "gmdyx", "goodx", "gpgix", "gpmfx", "grnb", "gsxax", "gtcix", "gtddx", "gtfbx", "gtrax", "gtsax", "gwlix", "gyld", "hacsx", "hadax", "hcegx", "hcemx", "hcesx", "hchyx", "hciex", "hcigx", "hciix", "hcimx", "hcinx", "hcmex", "hcmgx", "hcmnx", "hcrb", "hcsbx", "hcsrx", "hdvax", "heomx", "herix", "hfcgx", "hfqax", "hgxax", "hhccx", "hiabx", "hiacx", "hiadx", "hiagx", "hiahx", "hiaox", "hiasx", "hicox", "hilax", "himcx", "hiscx", "hisix", "hmezx", "hncax", "hnddx", "hnmdx", "hrsax", "hspgx", "hstax", "hstrx", "htrb", "hubax", "hulax", "hyem", "hymax", "hysax", "iarax", "iautx", "ibnax", "ibnd", "ibrax", "iceux", "icifx", "icmbx", "icmux", "icpax", "idivx", "idlv", "idmo", "iegax", "iemfx", "ienax", "ieyax", "igaax", "igiax", "iglgx", "igmax", "igncx", "ihfax", "ihiax", "ihoax", "iifax", "iigix", "imanx", "imntx", "imrfx", "inco", "index", "indzx", "ineax", "inivx", "inpax", "intax", "inutx", "ipiix", "ipkw", "ipoyx", "ircyx", "irfax", "irsyx", "iscax", "isfax", "isgdx", "isra", "itiox", "ityax", "ivcsx", "ivfax", "ivinx", "ivoax", "ivsox", "ivsyx", "ivvyx", "iysyx", "jaagx", "jablx", "jacax", "jacdx", "jaflx", "jagrx", "jaigx", "jamfx", "jascx", "javax", "jawgx", "jcsrx", "jctrx", "jderx", "jdvrx", "jdvwx", "jdyrx", "jensx", "jeqix", "jfdrx", "jgrsx", "jhbsx", "jhhbx", "jhyix", "jigtx", "jmbs", "jmcgx", "jmcrx", "jmvsx", "jrgrx", "jsgtx", "jsigx", "jsnwx", "jtmrx", "jvmrx", "kauax", "kbwb", "kbwd", "kbwp", "kbwy", "kctax", "kdhax", "kgdax", "khyax", "klcax", "kmdnx", "kmknx", "kntax", "komp", "korp", "kscox", "ksdvx", "ktcix", "ktrax", "ktxix", "labcx", "lacax", "lacfx", "lafax", "laffx", "lagwx", "laiax", "laiex", "lamax", "lanjx", "lansx", "lanyx", "laplx", "lauyx", "lavgx", "lavlx", "lbndx", "lbsax", "lcdvx", "lceax", "lcfix", "lcflx", "lciax", "lcrax", "lcsmx", "ldcax", "ldfvx", "ldmvx", "ldrax", "legax", "leifx", "lfeax", "lfgcx", "lfiax", "lfmax", "lfrax", "lftlx", "lgcax", "lgilx", "lglax", "lglv", "lhcax", "lhiax", "lhyax", "libax", "licax", "lidax", "lifax", "liiax", "lisax", "litax", "lldyx", "lmecx", "lmgax", "lmiax", "lmiyx", "lmsfx", "lmvyx", "lnyax", "lphax", "lpjrx", "lprax", "lprdx", "lprex", "lprfx", "lpvax", "lpxax", "lrscx", "lsbdx", "lsdax", "lsgbx", "lsofx", "lssix", "lswwx", "lsyux", "ltebx", "ltmax", "ltnyx", "ltrax", "lttkx", "lubax", "lutax", "lvhd", "lvhi", "lvitx", "lvoax", "lzhox", "maagx", "macfx", "madfx", "magwx", "mamax", "mapax", "masax", "masgx", "mbdfx", "mbeqx", "mbovx", "mbsax", "mcfix", "mcftx", "mcoax", "mcsax", "mctox", "mdidx", "mdsix", "mdxbx", "mdyg", "mdyv", "medhx", "mefix", "meifx", "meikx", "memax", "memqx", "memux", "merdx", "merfx", "mervx", "mfaax", "mfalx", "mfarx", "mfbfx", "mfcpx", "mfegx", "mffsx", "mfiax", "mfiox", "mfjax", "mfpax", "mfrkx", "mfscx", "mfsmx", "mfssx", "mfwtx", "mfwvx", "mgfox", "mghax", "mgiax", "mglax", "mgrax", "mgsex", "mgsix", "mgvax", "mhcax", "mhitx", "mhoax", "miaax", "miazx", "midax", "midsx", "mieix", "migfx", "mishx", "missx", "mittx", "miucx", "mkvhx", "mlaax", "mlfax", "mllax", "mlozx", "mlpnx", "mlpox", "mlptx", "mlpzx", "mltax", "mlvax", "mmgax", "mmgpx", "mmhyx", "mmufx", "mncex", "mndax", "mnrbx", "mnrgx", "mnrmx", "mnwax", "moat", "mofix", "moglx", "montx", "mort", "motg", "moti", "mpblx", "mqlix", "mrbkx", "mresx", "mrgax", "mrskx", "mscgx", "msfrx", "msggx", "msncx", "msnyx", "msoax", "mstbx", "mstfx", "mstgx", "mstpx", "mstqx", "msvax", "mtbax", "mtcax", "mtcgx", "mtlfx", "mtrax", "mueax", "mvalx", "mvcax", "mveix", "mvgax", "mwefx", "mwofx", "mxccx", "mxigx", "naarx", "nacmx", "nanr", "napix", "nbarx", "nbiax", "nbngx", "nbrvx", "ncaax", "ncbgx", "ncbix", "ncgfx", "nchax", "ncicx", "ncirx", "nclex", "ncoax", "nctwx", "ndarx", "ndvax", "nefjx", "nefox", "nefrx", "nefzx", "nesgx", "newfx", "nfrax", "ngcax", "nhmax", "nicsx", "njtfx", "nlgax", "nlsax", "nmaax", "nmbax", "nmdax", "nmiex", "nmmex", "nmmgx", "nmuix", "nnjax", "nnyax", "noiax", "notax", "novix", "nphix", "npscx", "nrfax", "nsaox", "nsbax", "nseix", "nsmax", "nsmmx", "nstrx", "nthex", "nugax", "nvhax", "nwhnx", "nwqax", "nyaax", "nyvtx", "oafix", "oaiex", "oakbx", "oakex", "oakgx", "oakix", "oaklx", "oakmx", "oakwx", "oalgx", "oalvx", "oasgx", "oasvx", "oaycx", "obegx", "olcax", "omfcx", "omfl", "omfs", "omifx", "oneo", "oneq", "onev", "oney", "onjcx", "opacx", "opcax", "opnyx", "origx", "orilx", "orncx", "oscbx", "ostax", "ostfx", "otcax", "otcfx", "owacx", "owcax", "owcix", "owfix", "owlsx", "owmbx", "ownyx", "owsmx", "paakx", "pabax", "pacax", "pacex", "pacjx", "padcx", "padlx", "paeax", "paekx", "paelx", "paffx", "pafmx", "pajrx", "pamfx", "pappx", "parmx", "parnx", "parwx", "pasux", "paxhx", "paxwx", "pazlx", "pbaix", "pbamx", "pbbbx", "pbcax", "pbdix", "pbqax", "pbsmx", "pbus", "pcdlx", "pcef", "pcjsx", "pckex", "pclcx", "pclrx", "pconx", "pcrix", "pcvax", "pdbax", "pdeax", "pdhax", "pdinx", "pdizx", "pdsax", "pennx", "peopx", "pequx", "pespx", "pexmx", "peyax", "pflrx", "pfsax", "pfslx", "pfxf", "pgdix", "pgeix", "pgeox", "pggax", "pggix", "pgjax", "pgkax", "pgnax", "pgoax", "pgrnx", "pgrox", "pgsix", "pgvax", "pgwax", "pheax", "phizx", "phlax", "phstx", "phyix", "phyl", "physx", "piafx", "piamx", "piasx", "pibax", "piefx", "pieqx", "pigdx", "pincx", "pisdx", "pishx", "piuix", "pjdax", "pjeax", "pjgrx", "pjiax", "pjrax", "plbbx", "plbex", "plusx", "pmegx", "pmtgx", "pmvax", "pnbax", "pneax", "pngax", "pnopx", "pnrax", "pnsax", "pnvax", "pogax", "pomix", "povsx", "ppiax", "ppnax", "ppqax", "pqcnx", "pqnax", "pqtsx", "prafx", "prasx", "prblx", "prcix", "prcox", "prcpx", "prdgx", "prdmx", "prdsx", "prefx", "preix", "premx", "presx", "prfdx", "prfhx", "prfrx", "prfsx", "prfz", "prgfx", "prgmx", "prgsx", "prgtx", "prhsx", "prhyx", "pridx", "prigx", "prihx", "prijx", "prinx", "pripx", "prisx", "pritx", "prjax", "prjpx", "prkax", "prlax", "prmdx", "prmsx", "prmtx", "prnex", "prnhx", "prnyx", "provx", "prpax", "prpix", "prscx", "prsgx", "prsix", "prsmx", "prsnx", "prsvx", "prtax", "prtix", "pruax", "prulx", "prvax", "prvbx", "prwax", "prwbx", "prwcx", "prxcx", "pscc", "pscd", "psce", "psch", "psci", "pscm", "psct", "psecx", "psgix", "psiax", "psilx", "pslax", "psnyx", "pstax", "ptebx", "ptmax", "pttfx", "pucax", "pudax", "puls", "purcx", "pvfax", "pvfix", "pvivx", "pwjax", "pwtax", "pxbix", "pxgox", "pxlix", "pxnix", "pxsix", "pxwgx", "pxwix", "pyaix", "pycix", "pycsx", "pyeix", "pyfix", "pygix", "pysix", "pyvsx", "pzrmx", "qaacx", "qabgx", "qalgx", "qaltx", "qascx", "qasgx", "qbdsx", "qcbmrx", "qceqrx", "qcgdx", "qcglrx", "qcgrrx", "qcilrx", "qcmmrx", "qcscrx", "qcstrx", "qefa", "qemm", "qevox", "qfvox", "qgitx", "qgro", "qgrpx", "qlenx", "qlmlfx", "qlmlsx", "qlmltx", "qmnix", "qqqm", "qspmx", "qstax", "quasx", "qusox", "qwld", "qwvox", "raax", "raghx", "ragtx", "ralax", "rapax", "ravi", "rbbax", "rbcgx", "rblax", "rcbax", "rcjtx", "rclax", "rcmcx", "rctix", "rdccx", "rdiv", "rdlax", "rdwbx", "reaax", "rebax", "rebyx", "recs", "redwx", "remsx", "remx", "retsx", "reuyx", "revs", "rfayx", "rfbsx", "rfcyx", "rfrax", "rgcyx", "rgeax", "rgiax", "rgsax", "rgwfx", "rhltx", "rimox", "rinyx", "rivjx", "rlvsx", "rmbhx", "rmdax", "rmeax", "rmgsx", "rmhyx", "rmlax", "rmmbx", "rmqhx", "rmtbx", "rmuyx", "rmycx", "roam", "rodm", "rokt", "rosc", "rous", "rpbax", "rpfix", "rpgax", "rpgex", "rpgix", "rpgrx", "rpibx", "rpidx", "rpiex", "rpifx", "rpihx", "rplcx", "rpmgx", "rpsix", "rpxfx", "rresx", "rrfax", "rrgax", "rrpax", "rrrax", "rseax", "rseix", "rsqax", "rtdyx", "rthax", "rtiyx", "rtnax", "rtrix", "rtssx", "rtxax", "rvpix", "ryaix", "ryavx", "ryawx", "ryazx", "rybhx", "rybix", "rycix", "rydhx", "rydvx", "ryeix", "ryeux", "ryfix", "rygbx", "ryhdx", "ryhix", "ryhrx", "ryidx", "ryiex", "ryiix", "ryilx", "ryipx", "ryiux", "ryjsx", "ryjux", "rykix", "ryldx", "rylix", "rymbx", "rymdx", "rymfx", "rymhx", "rymix", "rymkx", "rymsx", "rynvx", "ryocx", "ryoix", "ryotx", "rypix", "rypmx", "rypnx", "ryrix", "ryrrx", "ryrux", "rysbx", "ryshx", "rysix", "rysox", "rytix", "rytmx", "ryttx", "ryuix", "ryurx", "ryvfx", "ryvix", "ryvlx", "ryvtx", "rywax", "rywbx", "rywtx", "rywwx", "ryzax", "saaax", "safex", "sagwx", "saoox", "satox", "sbhex", "sboox", "sbstx", "sbtox", "scaux", "scavx", "scfzx", "scjax", "sclax", "scoax", "scorx", "scpax", "scrsx", "scvax", "scvex", "sdgax", "sdhax", "sdlax", "sdmax", "sdsax", "sdscx", "sdyax", "seacx", "sebfx", "seblx", "secax", "secex", "secpx", "sedax", "seekx", "sefix", "segmx", "sehax", "seiax", "seimx", "seitx", "sekax", "selcx", "semcx", "semvx", "sencx", "sequx", "sesvx", "setax", "sfrex", "sgffx", "sggax", "sghax", "sgidx", "sginx", "sgmax", "sgoax", "sgovx", "sgqax", "sgvax", "sgyax", "shgtx", "shrix", "shssx", "shtix", "shyd", "sibax", "sidcx", "sidvx", "siemx", "sifax", "sigax", "sihax", "sims", "sioax", "sisax", "sislx", "sitex", "siusx", "sivix", "sjnk", "skirx", "sktax", "slanx", "slasx", "slcax", "sldax", "sldbx", "slgax", "slgfx", "sllax", "slmcx", "slpax", "slvax", "slyg", "slyv", "smcwx", "smeax", "smgax", "smgix", "sminx", "smlax", "smlv", "smoax", "smog", "smqfx", "smsax", "smxax", "sngvx", "snidx", "sniex", "snsax", "sntix", "sntkx", "soaix", "sokax", "spab", "spbo", "spdax", "spdw", "specx", "spedx", "spegx", "spem", "speu", "spfax", "spgbx", "spgex", "spgm", "spgp", "spgsx", "spgtx", "sphb", "sphd", "sphq", "sphy", "spiax", "spib", "spilx", "spinx", "spip", "splb", "splv", "spmb", "spmd", "spmfx", "spmo", "spqax", "sprax", "spsb", "spsm", "spti", "sptl", "sptm", "spts", "spubx", "spusx", "spvm", "spyd", "spyg", "spygx", "spyv", "spyx", "sqmax", "sraax", "sreax", "srigx", "srmax", "srtmx", "srwax", "sscgx", "sscvx", "ssdix", "sseax", "ssgax", "ssgfx", "sshfx", "ssifx", "ssmax", "sspix", "stbax", "stdax", "stesx", "sthyx", "stiax", "stmsx", "stsvx", "suhax", "suiax", "supax", "susax", "suvax", "suwax", "svaax", "svoax", "svsax", "svspx", "svtax", "svyax", "swasx", "swrlx", "sxmax", "sxpax", "szcax", "szeax", "sziax", "szmax", "taclx", "taftx", "taiax", "taibx", "tarkx", "tasvx", "tavfx", "tbdax", "tbhdx", "tbirx", "tblpx", "tblqx", "tblsx", "tblvx", "tblwx", "tblyx", "tcelx", "tcpax", "tcsgx", "tebix", "tedix", 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9.010259398326951], [27, 283, 9.113459849621261], [233, 1682, 9.255570082839256], [233, 444, 9.352356738129298], [173, 375, 9.48742219799063], [0, 526, 9.786746173567437], [1827, 2382, 10.04170031343222], [48, 1683, 10.89572328435861], [27, 1167, 11.176286501882219], [0, 158, 11.392725844232768], [0, 630, 12.307251611575706], [27, 901, 12.404931251296421], [27, 408, 14.97799464028496], [0, 173, 15.008656322288259], [48, 233, 15.52160623318998], [0, 1827, 17.66718892701318], [0, 27, 19.390116726958667], [48, 843, 29.726039079273956], [0, 48, 39.977171704565045], [0, 310, 58.61835531880292], [583, 785, 78.86426904706008], [0, 583, 173.49160030303798]], "n": 2384, "sleeves": ["qqq", "ivv", "iwm", "efa", "vwo", "vnq", "shv", "ief", "tlt", "vblix", "agg", "vweax", "vmbix", "djp", "gsg", "gld", "fxe", "fxy", "shy", "lqd", "hyg", "pff", "emb", "tip", "vtv", "xlk", "xlf", "xle", "xlv", "xlp", "xlu", "xly", "xlb", "dbmf", "dbb", "cash"]} \ No newline at end of file diff --git a/fundlab/factors.py b/fundlab/factors.py index 29c8ed0..cac8184 100644 --- a/fundlab/factors.py +++ b/fundlab/factors.py @@ -72,6 +72,29 @@ SLEEVES_V2 = list(dict.fromkeys(BROAD_SLEEVES + EXTRA_SLEEVES)) DROP_FROM_REGRESSION = {"vea", "vug", "finux", "bil"} DRIVERS = [s for s in SLEEVES_V2 if s not in DROP_FROM_REGRESSION] +# clustering/display basis = the regression sleeves + a virtual CASH axis. +# A cash fund's yield is a near-constant in return space, so OLS puts it in +# the INTERCEPT (alpha_ann), not in any beta - BIL/SHV betas only measure +# the fund's response to rate CHANGES. The CASH axis makes the yield +# capture an explicit driver: alpha_ann normalized by the recent cash +# yield (shv trailing 1y total return = the local stand-in for the +# 13-week T-bill / 0-3m Treasury index, SIXM-style). +AXES = DRIVERS + ["cash"] + + +@lru_cache(maxsize=1) +def cash_yield() -> float: + """Recent cash level: shv trailing 1y total return (fallback sgov, + then bil). ~3.7% in the current regime.""" + for s in ("shv", "sgov", "bil"): + a = decompose.adj_close(s) + if a is None: + continue + year_ago = a[a.index <= a.index[-1] - pd.Timedelta(days=365)] + if len(year_ago) >= 1 and year_ago.iloc[-1] > 0: + return float(a.iloc[-1] / year_ago.iloc[-1] - 1.0) + return 0.03 + def _resid(y: pd.Series, X: pd.DataFrame) -> pd.Series: m = y.notna() & X.notna().all(axis=1) diff --git a/fundlab/server_watchdog.log b/fundlab/server_watchdog.log index 84597d9..b548e06 100644 --- a/fundlab/server_watchdog.log +++ b/fundlab/server_watchdog.log @@ -1,2 +1,4 @@ 2026-08-28 14:52:00 server_watchdog: no answer on :8599 - relaunching +2026-08-30 13:26:18 +server_watchdog: no answer on :8599 - relaunching